diff --git a/air-quality-forecast/model_development.py b/air-quality-forecast/model_development.py index 8873206f62ed833575b79489ca8a656ad2e2e4d7..1ff6bcfa196d323bb8adf7fdae161f417f43ba50 100644 --- a/air-quality-forecast/model_development.py +++ b/air-quality-forecast/model_development.py @@ -6,6 +6,7 @@ from sklearn.base import BaseEstimator from sklearn.metrics import mean_squared_error, root_mean_squared_error from sklearn.model_selection import TimeSeriesSplit from skopt import BayesSearchCV +from skopt.space import Real, Integer, Categorical from typing import Dict, Any import socket import pandas as pd @@ -133,7 +134,7 @@ class RegressorTrainer: mlflow.set_experiment(self._experiment_name) mlflow.set_tracking_uri("http://localhost:5000/") mlflow.enable_system_metrics_logging() - mlflow.autolog() + mlflow.autolog(silent=True) def _perform_search(self) -> None: """ @@ -169,8 +170,14 @@ class RegressorTrainer: mlflow.log_params(self._bayes_search.best_params_) - mlflow.log_metric("Correct Train MSE", -self._bayes_search.best_score_) - + + best_regressor = self._bayes_search.best_estimator_ + train_mse = mean_squared_error( + self._y_train, best_regressor.predict(self._x_train) + ) + + mlflow.log_metric("Correct Train MSE", train_mse) + def _evaluate_model(self) -> None: """ Evaluate the best model on the test data and log metrics. @@ -231,6 +238,37 @@ class RegressorTrainer: self._setup_mlflow() self._optimize_and_evaluate() +def convert_param_space(param_space: dict): + """ + Convert a parameter space dictionary to a format usable by skopt. + + This function takes a dictionary where the keys are parameter names and the + values are lists of two values that represent the range of possible values + for that parameter. The function then converts these ranges to skopt + parameter objects and returns a new dictionary where the parameter names + are the same but the values are now skopt parameter objects. + + Parameters: + param_space (dict): A dictionary with parameter names as keys and ranges + of possible values as values. + + Returns: + dict: A dictionary with parameter names as keys and skopt parameter + objects as values. + """ + converted_space = {} + for param, values in param_space.items(): + if isinstance(values[0], bool): + converted_space[param] = Categorical(values) + elif all(isinstance(v, int) for v in values): + converted_space[param] = Integer(values[0], values[1]) + elif all(isinstance(v, float) for v in values): + converted_space[param] = Real(values[0], values[1]) + elif all(isinstance(v, str) for v in values): + converted_space[param] = Categorical(values) + else: + raise ValueError(f"Unknown parameter type for {param}") + return converted_space def run_bayesian_optimization( x_train: np.ndarray, @@ -299,6 +337,11 @@ def train_all_models(): os.path.join(configs_data_path, "hyperparameter_search_spaces.yaml"), "r" ) as stream: param_space_config = yaml.safe_load(stream) + + param_space_config["decision_tree"] = convert_param_space(param_space_config["decision_tree"]) + print(param_space_config["decision_tree"]) + param_space_config["xgboost"] = convert_param_space(param_space_config["xgboost"]) + param_space_config["random_forest"] = convert_param_space(param_space_config["random_forest"]) run_bayesian_optimization( x_train, diff --git a/configs/hyperparameter_search_spaces.yaml b/configs/hyperparameter_search_spaces.yaml index 0040e346b890bdc5c8c43f4adcbb7b3ec4e53b4c..08ef6b439772f6cd8b95567cd82e3fbf08d941f4 100644 --- a/configs/hyperparameter_search_spaces.yaml +++ b/configs/hyperparameter_search_spaces.yaml @@ -1,8 +1,29 @@ decision_tree: - max_depth: [20, 50] + max_depth: [2, 100] + min_samples_split: [2, 20] + min_samples_leaf: [25, 35] + max_leaf_nodes: [20, 60] + ccp_alpha: [0.0, 0.1] + min_weight_fraction_leaf: [0.0, 0.5] + min_impurity_decrease: [0.0, 1.0] + max_features: ["sqrt", "log2", "auto"] random_forest: - max_depth: [20, 50] + max_depth: [1, 50] + ccp_alpha: [0.0, 0.1] + n_estimators: [5, 500] + max_leaf_nodes: [1, 50] + min_samples_split: [1, 25] + min_samples_leaf: [1, 20] + max_features: [0.1, 1.0] xgboost: - max_depth: [20, 50] \ No newline at end of file + eta: [0.001, 0.1] + n_estimators: [100, 1000] + max_depth: [1, 20] + subsample: [0.5, 1.0] + colsample_bytree: [0.5, 1.0] + reg_lambda: [0.0, 2.0] + min_child_weight: [1, 15] + reg_alpha: [0.0, 2.0] + eval_metric: ["rmse"] \ No newline at end of file diff --git a/mlartifacts/149819317988706962/135e604974134ca4877227251e765174/artifacts/model/MLmodel b/mlartifacts/149819317988706962/135e604974134ca4877227251e765174/artifacts/model/MLmodel deleted file mode 100644 index cd53b854b6cb1d7f518d7fbe198b4d7661bd7625..0000000000000000000000000000000000000000 --- a/mlartifacts/149819317988706962/135e604974134ca4877227251e765174/artifacts/model/MLmodel +++ /dev/null @@ -1,25 +0,0 @@ -artifact_path: model -flavors: - python_function: - env: - conda: conda.yaml - virtualenv: python_env.yaml - loader_module: mlflow.sklearn - model_path: model.pkl - predict_fn: predict - python_version: 3.11.0 - sklearn: - code: null - pickled_model: model.pkl - serialization_format: cloudpickle - sklearn_version: 1.5.2 -mlflow_version: 2.16.2 -model_size_bytes: 34769333 -model_uuid: a4454c410eb04397aeb3487d1219327c -run_id: 135e604974134ca4877227251e765174 -signature: - inputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float64", "shape": [-1, 33]}}]' - outputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float64", "shape": [-1, - 6]}}]' - params: null -utc_time_created: '2024-09-29 22:07:51.285707' diff --git a/mlartifacts/149819317988706962/135e604974134ca4877227251e765174/artifacts/model/conda.yaml b/mlartifacts/149819317988706962/135e604974134ca4877227251e765174/artifacts/model/conda.yaml deleted file mode 100644 index 0fcc3cb5715a8e10f788d928c3dad76e28e70059..0000000000000000000000000000000000000000 --- a/mlartifacts/149819317988706962/135e604974134ca4877227251e765174/artifacts/model/conda.yaml +++ /dev/null @@ -1,15 +0,0 @@ -channels: -- conda-forge -dependencies: -- python=3.11.0 -- pip<=24.2 -- pip: - - mlflow==2.16.2 - - cloudpickle==3.0.0 - - numpy==1.26.2 - - pandas==2.2.2 - - psutil==5.9.4 - - scikit-learn==1.5.2 - - scipy==1.11.4 - - typing==3.7.4.3 -name: mlflow-env diff --git a/mlartifacts/149819317988706962/135e604974134ca4877227251e765174/artifacts/model/model.pkl b/mlartifacts/149819317988706962/135e604974134ca4877227251e765174/artifacts/model/model.pkl deleted file mode 100644 index 9610b87664909ae910c3e3725f7ccf0314160b5c..0000000000000000000000000000000000000000 --- a/mlartifacts/149819317988706962/135e604974134ca4877227251e765174/artifacts/model/model.pkl +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6b51c46f274e74ab79fd748cbe4fa01c5216d66f347bd96f71cfedf31015152f -size 34769333 diff --git a/mlartifacts/149819317988706962/135e604974134ca4877227251e765174/artifacts/model/python_env.yaml b/mlartifacts/149819317988706962/135e604974134ca4877227251e765174/artifacts/model/python_env.yaml deleted file mode 100644 index 5eb100510e4e711512af01aa496b835381a7a2fb..0000000000000000000000000000000000000000 --- a/mlartifacts/149819317988706962/135e604974134ca4877227251e765174/artifacts/model/python_env.yaml +++ /dev/null @@ -1,7 +0,0 @@ -python: 3.11.0 -build_dependencies: -- pip==24.2 -- setuptools==65.5.0 -- wheel==0.41.2 -dependencies: -- -r requirements.txt diff --git a/mlartifacts/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/artifacts/estimator.html b/mlartifacts/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/artifacts/estimator.html deleted file mode 100644 index 4382cb542c5a9e966109ce86a3b14c67175729fb..0000000000000000000000000000000000000000 --- a/mlartifacts/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/artifacts/estimator.html +++ /dev/null @@ -1,415 +0,0 @@ - - - - - - - - 
RandomForestRegressor(max_depth=34)
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- - - \ No newline at end of file diff --git a/mlartifacts/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/artifacts/model/MLmodel b/mlartifacts/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/artifacts/model/MLmodel deleted file mode 100644 index ce824c90f8728bdf6fdd3c5f36b02f4247608b9a..0000000000000000000000000000000000000000 --- a/mlartifacts/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/artifacts/model/MLmodel +++ /dev/null @@ -1,25 +0,0 @@ -artifact_path: model -flavors: - python_function: - env: - conda: conda.yaml - virtualenv: python_env.yaml - loader_module: mlflow.sklearn - model_path: model.pkl - predict_fn: predict - python_version: 3.11.0 - sklearn: - code: null - pickled_model: model.pkl - serialization_format: cloudpickle - sklearn_version: 1.5.2 -mlflow_version: 2.16.2 -model_size_bytes: 34769333 -model_uuid: 1223b8cf87ee4fae9c34ac54eeef9eb4 -run_id: 39324cef8f2443b7b4b77eefe61ef6ca -signature: - inputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float64", "shape": [-1, 33]}}]' - outputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float64", "shape": [-1, - 6]}}]' - params: null -utc_time_created: '2024-09-30 16:26:16.224496' diff --git a/mlartifacts/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/artifacts/model/model.pkl b/mlartifacts/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/artifacts/model/model.pkl deleted file mode 100644 index 9610b87664909ae910c3e3725f7ccf0314160b5c..0000000000000000000000000000000000000000 --- a/mlartifacts/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/artifacts/model/model.pkl +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6b51c46f274e74ab79fd748cbe4fa01c5216d66f347bd96f71cfedf31015152f -size 34769333 diff --git a/mlartifacts/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/artifacts/model/python_env.yaml b/mlartifacts/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/artifacts/model/python_env.yaml deleted file mode 100644 index 5eb100510e4e711512af01aa496b835381a7a2fb..0000000000000000000000000000000000000000 --- a/mlartifacts/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/artifacts/model/python_env.yaml +++ /dev/null @@ -1,7 +0,0 @@ -python: 3.11.0 -build_dependencies: -- pip==24.2 -- setuptools==65.5.0 -- wheel==0.41.2 -dependencies: -- -r requirements.txt diff --git a/mlartifacts/149819317988706962/482f080397f8479f94024fbed2a3937a/artifacts/estimator.html b/mlartifacts/149819317988706962/482f080397f8479f94024fbed2a3937a/artifacts/estimator.html deleted file mode 100644 index 4382cb542c5a9e966109ce86a3b14c67175729fb..0000000000000000000000000000000000000000 --- a/mlartifacts/149819317988706962/482f080397f8479f94024fbed2a3937a/artifacts/estimator.html +++ /dev/null @@ -1,415 +0,0 @@ - - - - - - - - 
RandomForestRegressor(max_depth=34)
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RandomForestRegressor(max_depth=34)
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- - - \ No newline at end of file diff --git a/mlartifacts/149819317988706962/5479a322736e4663944d983720a6648e/artifacts/model/MLmodel b/mlartifacts/149819317988706962/5479a322736e4663944d983720a6648e/artifacts/model/MLmodel deleted file mode 100644 index 729d976ab434d6e1519562a9d2a8b32208b7d7fa..0000000000000000000000000000000000000000 --- a/mlartifacts/149819317988706962/5479a322736e4663944d983720a6648e/artifacts/model/MLmodel +++ /dev/null @@ -1,25 +0,0 @@ -artifact_path: model -flavors: - python_function: - env: - conda: conda.yaml - virtualenv: python_env.yaml - loader_module: mlflow.sklearn - model_path: model.pkl - predict_fn: predict - python_version: 3.11.0 - sklearn: - code: null - pickled_model: model.pkl - serialization_format: cloudpickle - sklearn_version: 1.5.2 -mlflow_version: 2.16.2 -model_size_bytes: 34743349 -model_uuid: 2ece0aa5720e4d60a908faa9d0e3d000 -run_id: 5479a322736e4663944d983720a6648e -signature: - inputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float64", "shape": [-1, 33]}}]' - outputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float64", "shape": [-1, - 6]}}]' - params: null -utc_time_created: '2024-09-29 20:35:11.167642' diff --git a/mlartifacts/149819317988706962/5479a322736e4663944d983720a6648e/artifacts/model/conda.yaml b/mlartifacts/149819317988706962/5479a322736e4663944d983720a6648e/artifacts/model/conda.yaml deleted file mode 100644 index 0fcc3cb5715a8e10f788d928c3dad76e28e70059..0000000000000000000000000000000000000000 --- a/mlartifacts/149819317988706962/5479a322736e4663944d983720a6648e/artifacts/model/conda.yaml +++ /dev/null @@ -1,15 +0,0 @@ -channels: -- conda-forge -dependencies: -- python=3.11.0 -- pip<=24.2 -- pip: - - mlflow==2.16.2 - - cloudpickle==3.0.0 - - numpy==1.26.2 - - pandas==2.2.2 - - psutil==5.9.4 - - scikit-learn==1.5.2 - - scipy==1.11.4 - - typing==3.7.4.3 -name: mlflow-env diff --git a/mlartifacts/149819317988706962/5479a322736e4663944d983720a6648e/artifacts/model/model.pkl b/mlartifacts/149819317988706962/5479a322736e4663944d983720a6648e/artifacts/model/model.pkl deleted file mode 100644 index 4a869ca17eb56b1cd1df017299f9d5ce11ffd59b..0000000000000000000000000000000000000000 --- a/mlartifacts/149819317988706962/5479a322736e4663944d983720a6648e/artifacts/model/model.pkl +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0bf0697af096e259e722ff4149548875d48514deded04ec7fac97f0eca1d5b20 -size 34743349 diff --git a/mlartifacts/149819317988706962/5479a322736e4663944d983720a6648e/artifacts/model/python_env.yaml b/mlartifacts/149819317988706962/5479a322736e4663944d983720a6648e/artifacts/model/python_env.yaml deleted file mode 100644 index 5eb100510e4e711512af01aa496b835381a7a2fb..0000000000000000000000000000000000000000 --- a/mlartifacts/149819317988706962/5479a322736e4663944d983720a6648e/artifacts/model/python_env.yaml +++ /dev/null @@ -1,7 +0,0 @@ -python: 3.11.0 -build_dependencies: -- pip==24.2 -- setuptools==65.5.0 -- wheel==0.41.2 -dependencies: -- -r requirements.txt diff --git a/mlartifacts/149819317988706962/5479a322736e4663944d983720a6648e/artifacts/model/requirements.txt b/mlartifacts/149819317988706962/5479a322736e4663944d983720a6648e/artifacts/model/requirements.txt deleted file mode 100644 index a5c5ad219eeedd89e3e6e4f2b194dea4d044073c..0000000000000000000000000000000000000000 --- a/mlartifacts/149819317988706962/5479a322736e4663944d983720a6648e/artifacts/model/requirements.txt +++ /dev/null @@ -1,8 +0,0 @@ -mlflow==2.16.2 -cloudpickle==3.0.0 -numpy==1.26.2 -pandas==2.2.2 -psutil==5.9.4 -scikit-learn==1.5.2 -scipy==1.11.4 -typing==3.7.4.3 \ No newline at end of file diff --git a/mlartifacts/149819317988706962/d256fba7a7fe43c39749afef37154210/artifacts/estimator.html b/mlartifacts/149819317988706962/d256fba7a7fe43c39749afef37154210/artifacts/estimator.html deleted file mode 100644 index 4382cb542c5a9e966109ce86a3b14c67175729fb..0000000000000000000000000000000000000000 --- a/mlartifacts/149819317988706962/d256fba7a7fe43c39749afef37154210/artifacts/estimator.html +++ /dev/null @@ -1,415 +0,0 @@ - - - - - - - - 
RandomForestRegressor(max_depth=34)
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RandomForestRegressor(max_depth=34)
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RandomForestRegressor(max_depth=34)
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scipy==1.11.4 - - typing==3.7.4.3 - - xgboost==2.1.1 -name: mlflow-env diff --git a/mlartifacts/674375719018272828/2ad059c5d4704ed088a288d572818bcf/artifacts/model/model.xgb b/mlartifacts/674375719018272828/2ad059c5d4704ed088a288d572818bcf/artifacts/model/model.xgb deleted file mode 100644 index 79a2cdde147f29f1270c73f3146f7f011f39c6ba..0000000000000000000000000000000000000000 --- a/mlartifacts/674375719018272828/2ad059c5d4704ed088a288d572818bcf/artifacts/model/model.xgb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c823873e6e051da216bde5618c3db8390d1cdc8e1edd143c59272d69548fc05f -size 12354728 diff --git a/mlartifacts/674375719018272828/2ad059c5d4704ed088a288d572818bcf/artifacts/model/python_env.yaml b/mlartifacts/674375719018272828/2ad059c5d4704ed088a288d572818bcf/artifacts/model/python_env.yaml deleted file mode 100644 index 5eb100510e4e711512af01aa496b835381a7a2fb..0000000000000000000000000000000000000000 --- 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data: model.xgb - model_class: xgboost.sklearn.XGBRegressor - model_format: xgb - xgb_version: 2.1.1 -mlflow_version: 2.16.2 -model_size_bytes: 12354728 -model_uuid: 4edaf6d4ff8a40fc9b0964a865424d34 -run_id: 32599368741e4784aaa387a8ec350b73 -signature: - inputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float64", "shape": [-1, 33]}}]' - outputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float32", "shape": [-1, - 6]}}]' - params: null -utc_time_created: '2024-09-29 21:39:08.545139' diff --git a/mlartifacts/674375719018272828/32599368741e4784aaa387a8ec350b73/artifacts/model/conda.yaml b/mlartifacts/674375719018272828/32599368741e4784aaa387a8ec350b73/artifacts/model/conda.yaml deleted file mode 100644 index e6b4b66656c7d8c82ff1035e8527aaa5131aed50..0000000000000000000000000000000000000000 --- a/mlartifacts/674375719018272828/32599368741e4784aaa387a8ec350b73/artifacts/model/conda.yaml +++ /dev/null @@ -1,15 +0,0 @@ -channels: -- conda-forge -dependencies: -- python=3.11.0 -- pip<=24.2 -- pip: - - mlflow==2.16.2 - - numpy==1.26.2 - - pandas==2.2.2 - - psutil==5.9.4 - - scikit-learn==1.5.2 - - scipy==1.11.4 - - typing==3.7.4.3 - - xgboost==2.1.1 -name: mlflow-env diff --git a/mlartifacts/674375719018272828/32599368741e4784aaa387a8ec350b73/artifacts/model/model.xgb b/mlartifacts/674375719018272828/32599368741e4784aaa387a8ec350b73/artifacts/model/model.xgb deleted file mode 100644 index 79a2cdde147f29f1270c73f3146f7f011f39c6ba..0000000000000000000000000000000000000000 --- a/mlartifacts/674375719018272828/32599368741e4784aaa387a8ec350b73/artifacts/model/model.xgb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c823873e6e051da216bde5618c3db8390d1cdc8e1edd143c59272d69548fc05f -size 12354728 diff --git a/mlartifacts/674375719018272828/32599368741e4784aaa387a8ec350b73/artifacts/model/python_env.yaml b/mlartifacts/674375719018272828/32599368741e4784aaa387a8ec350b73/artifacts/model/python_env.yaml deleted file mode 100644 index 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virtualenv: python_env.yaml - loader_module: mlflow.xgboost - python_version: 3.11.0 - xgboost: - code: null - data: model.xgb - model_class: xgboost.sklearn.XGBRegressor - model_format: xgb - xgb_version: 2.1.1 -mlflow_version: 2.16.2 -model_size_bytes: 12354728 -model_uuid: ccfb5bbaecb042b38a2b828e2165d60f -run_id: 5da5a79d58cf46bb8d6496df6c8bc067 -signature: - inputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float64", "shape": [-1, 33]}}]' - outputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float32", "shape": [-1, - 6]}}]' - params: null -utc_time_created: '2024-09-30 12:22:48.833671' diff --git a/mlartifacts/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/artifacts/model/conda.yaml b/mlartifacts/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/artifacts/model/conda.yaml deleted file mode 100644 index e6b4b66656c7d8c82ff1035e8527aaa5131aed50..0000000000000000000000000000000000000000 --- 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scipy==1.11.4 - - typing==3.7.4.3 - - xgboost==2.1.1 -name: mlflow-env diff --git a/mlartifacts/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/artifacts/model/model.xgb b/mlartifacts/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/artifacts/model/model.xgb deleted file mode 100644 index 79a2cdde147f29f1270c73f3146f7f011f39c6ba..0000000000000000000000000000000000000000 --- a/mlartifacts/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/artifacts/model/model.xgb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c823873e6e051da216bde5618c3db8390d1cdc8e1edd143c59272d69548fc05f -size 12354728 diff --git a/mlartifacts/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/artifacts/model/python_env.yaml b/mlartifacts/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/artifacts/model/python_env.yaml deleted file mode 100644 index 5eb100510e4e711512af01aa496b835381a7a2fb..0000000000000000000000000000000000000000 --- 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data: model.xgb - model_class: xgboost.sklearn.XGBRegressor - model_format: xgb - xgb_version: 2.1.1 -mlflow_version: 2.16.2 -model_size_bytes: 12354728 -model_uuid: e6dbc474179049ceaf181dcb2d2477ba -run_id: f431bc7dfc364411bfea5e73327458d1 -signature: - inputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float64", "shape": [-1, 33]}}]' - outputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float32", "shape": [-1, - 6]}}]' - params: null -utc_time_created: '2024-09-30 13:22:22.959048' diff --git a/mlartifacts/674375719018272828/f431bc7dfc364411bfea5e73327458d1/artifacts/model/conda.yaml b/mlartifacts/674375719018272828/f431bc7dfc364411bfea5e73327458d1/artifacts/model/conda.yaml deleted file mode 100644 index e6b4b66656c7d8c82ff1035e8527aaa5131aed50..0000000000000000000000000000000000000000 --- a/mlartifacts/674375719018272828/f431bc7dfc364411bfea5e73327458d1/artifacts/model/conda.yaml +++ /dev/null @@ -1,15 +0,0 @@ -channels: -- conda-forge -dependencies: -- python=3.11.0 -- pip<=24.2 -- pip: - - mlflow==2.16.2 - - numpy==1.26.2 - - pandas==2.2.2 - - psutil==5.9.4 - - scikit-learn==1.5.2 - - scipy==1.11.4 - - typing==3.7.4.3 - - xgboost==2.1.1 -name: mlflow-env diff --git a/mlartifacts/674375719018272828/f431bc7dfc364411bfea5e73327458d1/artifacts/model/model.xgb b/mlartifacts/674375719018272828/f431bc7dfc364411bfea5e73327458d1/artifacts/model/model.xgb deleted file mode 100644 index 79a2cdde147f29f1270c73f3146f7f011f39c6ba..0000000000000000000000000000000000000000 --- a/mlartifacts/674375719018272828/f431bc7dfc364411bfea5e73327458d1/artifacts/model/model.xgb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c823873e6e051da216bde5618c3db8390d1cdc8e1edd143c59272d69548fc05f -size 12354728 diff --git a/mlartifacts/674375719018272828/f431bc7dfc364411bfea5e73327458d1/artifacts/model/python_env.yaml b/mlartifacts/674375719018272828/f431bc7dfc364411bfea5e73327458d1/artifacts/model/python_env.yaml deleted file mode 100644 index 5eb100510e4e711512af01aa496b835381a7a2fb..0000000000000000000000000000000000000000 --- a/mlartifacts/674375719018272828/f431bc7dfc364411bfea5e73327458d1/artifacts/model/python_env.yaml +++ /dev/null @@ -1,7 +0,0 @@ -python: 3.11.0 -build_dependencies: -- pip==24.2 -- setuptools==65.5.0 -- wheel==0.41.2 -dependencies: -- -r requirements.txt diff --git a/mlartifacts/674375719018272828/f431bc7dfc364411bfea5e73327458d1/artifacts/model/requirements.txt b/mlartifacts/674375719018272828/f431bc7dfc364411bfea5e73327458d1/artifacts/model/requirements.txt deleted file mode 100644 index 6198c1c092c7fa46d9d9a627509faebf0eeecc89..0000000000000000000000000000000000000000 --- a/mlartifacts/674375719018272828/f431bc7dfc364411bfea5e73327458d1/artifacts/model/requirements.txt +++ /dev/null @@ -1,8 +0,0 @@ -mlflow==2.16.2 -numpy==1.26.2 -pandas==2.2.2 -psutil==5.9.4 -scikit-learn==1.5.2 -scipy==1.11.4 -typing==3.7.4.3 -xgboost==2.1.1 \ No newline at end of file diff --git a/mlruns/0/meta.yaml 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a/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/meta.yaml b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/meta.yaml new file mode 100644 index 0000000000000000000000000000000000000000..9570463112feb90e9eb21f6ee45530a61af2dcbf --- /dev/null +++ b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/meta.yaml @@ -0,0 +1,15 @@ +artifact_uri: mlflow-artifacts:/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/artifacts +end_time: 1727958633753 +entry_point_name: '' +experiment_id: '146369756112246655' +lifecycle_stage: active +run_id: d55b4821b4974c04aeb9bb278c16e511 +run_name: awesome-elk-633 +run_uuid: d55b4821b4974c04aeb9bb278c16e511 +source_name: '' +source_type: 4 +source_version: '' +start_time: 1727957567720 +status: 3 +tags: [] +user_id: s5100534 diff --git a/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/metrics/Correct Test MSE b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/metrics/Correct Test MSE new file mode 100644 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b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/criterion similarity index 100% rename from mlruns/149819317988706962/135e604974134ca4877227251e765174/params/criterion rename to mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/criterion diff --git a/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel new file mode 100644 index 0000000000000000000000000000000000000000..092327021a8a3c33b65192397187731fa790cafe --- /dev/null +++ b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel @@ -0,0 +1 @@ +1**2 * Matern(length_scale=[1, 1, 1, 1, 1, 1, 1], nu=2.5) + WhiteKernel(noise_level=1) \ No newline at end of file diff --git a/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1 b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1 new file mode 100644 index 0000000000000000000000000000000000000000..4d6168bdb98e9f4d30e8d1cd3cdbb08802e9fc42 --- /dev/null +++ b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1 @@ -0,0 +1 @@ +1**2 * Matern(length_scale=[1, 1, 1, 1, 1, 1, 1], nu=2.5) \ No newline at end of file diff --git a/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1__k1 b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1__k1 new file mode 100644 index 0000000000000000000000000000000000000000..071bc7cd77bac70119d5a9ed9006362c8588ac57 --- /dev/null +++ b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1__k1 @@ -0,0 +1 @@ +1**2 \ No newline at end of file diff --git a/mlruns/149819317988706962/135e604974134ca4877227251e765174/params/max_features b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1__k1__constant_value similarity index 100% rename from mlruns/149819317988706962/135e604974134ca4877227251e765174/params/max_features rename to mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1__k1__constant_value diff --git a/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1__k1__constant_value_bounds b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1__k1__constant_value_bounds new file mode 100644 index 0000000000000000000000000000000000000000..b0b5ef311ba6dfd75c1aa12ae19f63e23aa19ed9 --- /dev/null +++ b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1__k1__constant_value_bounds @@ -0,0 +1 @@ +(0.01, 1000.0) \ No newline at end of file diff --git a/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1__k2 b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1__k2 new file mode 100644 index 0000000000000000000000000000000000000000..0c7b10615898a3d56ba85ea82665803407b79f8e --- /dev/null +++ b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1__k2 @@ -0,0 +1 @@ +Matern(length_scale=[1, 1, 1, 1, 1, 1, 1], nu=2.5) \ No newline at end of file diff --git a/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1__k2__length_scale b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1__k2__length_scale new file mode 100644 index 0000000000000000000000000000000000000000..ac580e2d9caffb5a3981f7fc44a1f31f9897282d --- /dev/null +++ b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1__k2__length_scale @@ -0,0 +1 @@ +[1. 1. 1. 1. 1. 1. 1.] \ No newline at end of file diff --git a/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1__k2__length_scale_bounds b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1__k2__length_scale_bounds new file mode 100644 index 0000000000000000000000000000000000000000..f91c03a37f2027e7208796865de7955f6ce40812 --- /dev/null +++ b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1__k2__length_scale_bounds @@ -0,0 +1 @@ +[(0.01, 100), (0.01, 100), (0.01, 100), (0.01, 100), (0.01, 100), (0.01, 100), (0.01, 100)] \ No newline at end of file diff --git a/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1__k2__nu b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1__k2__nu new file mode 100644 index 0000000000000000000000000000000000000000..68151b2e100d81a8e6521a3c29d354e582323ad7 --- /dev/null +++ b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k1__k2__nu @@ -0,0 +1 @@ +2.5 \ No newline at end of file diff --git a/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k2 b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k2 new file mode 100644 index 0000000000000000000000000000000000000000..b61e7057f35ffcdd3c66009c0b167f64ce7d6f93 --- /dev/null +++ b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k2 @@ -0,0 +1 @@ +WhiteKernel(noise_level=1) \ No newline at end of file diff --git a/mlruns/149819317988706962/15225421949b40d1a7edf73fbc1c5acc/params/max_features b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k2__noise_level similarity index 100% rename from mlruns/149819317988706962/15225421949b40d1a7edf73fbc1c5acc/params/max_features rename to mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k2__noise_level diff --git a/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k2__noise_level_bounds b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k2__noise_level_bounds new file mode 100644 index 0000000000000000000000000000000000000000..3d706fcdd07334e4fc20a564b0d0edff7706d66e --- /dev/null +++ b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/kernel__k2__noise_level_bounds @@ -0,0 +1 @@ +(1e-05, 100000.0) \ No newline at end of file diff --git a/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/max_depth b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/max_depth new file mode 100644 index 0000000000000000000000000000000000000000..4701cc793111aafe3a1e6f48d82e5b8c8a38943e --- /dev/null +++ b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/max_depth @@ -0,0 +1 @@ +150 \ No newline at end of file diff --git a/mlruns/149819317988706962/135e604974134ca4877227251e765174/params/max_leaf_nodes b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/max_features similarity index 100% rename from mlruns/149819317988706962/135e604974134ca4877227251e765174/params/max_leaf_nodes rename to mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/max_features diff --git a/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/max_leaf_nodes b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/max_leaf_nodes new file mode 100644 index 0000000000000000000000000000000000000000..2b82dfea308730c4f925388dbb683e6eae360640 --- /dev/null +++ b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/max_leaf_nodes @@ -0,0 +1 @@ +60 \ No newline at end of file diff --git a/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/min_impurity_decrease b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/min_impurity_decrease new file mode 100644 index 0000000000000000000000000000000000000000..782245c140f2ef720a0e309879c56cfcd92e70c9 --- /dev/null +++ b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/min_impurity_decrease @@ -0,0 +1 @@ +0.17054007296857474 \ No newline at end of file diff --git a/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/min_samples_leaf b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/min_samples_leaf new file mode 100644 index 0000000000000000000000000000000000000000..8580e7b684b14da5d9f84ab4eaf2f5139d508cbe --- /dev/null +++ b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/min_samples_leaf @@ -0,0 +1 @@ +30 \ No newline at end of file diff --git a/mlruns/149819317988706962/135e604974134ca4877227251e765174/params/min_samples_split b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/min_samples_split similarity index 100% rename from mlruns/149819317988706962/135e604974134ca4877227251e765174/params/min_samples_split rename to mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/min_samples_split diff --git a/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/min_weight_fraction_leaf b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/min_weight_fraction_leaf new file mode 100644 index 0000000000000000000000000000000000000000..3770e6533ab0d778ec504dd2d32ae1cf57cfb5be --- /dev/null +++ b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/min_weight_fraction_leaf @@ -0,0 +1 @@ +0.0058938409500217115 \ No newline at end of file diff --git a/mlruns/149819317988706962/135e604974134ca4877227251e765174/params/monotonic_cst b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/monotonic_cst similarity index 100% rename from mlruns/149819317988706962/135e604974134ca4877227251e765174/params/monotonic_cst rename to mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/monotonic_cst diff --git a/mlruns/149819317988706962/15225421949b40d1a7edf73fbc1c5acc/params/min_samples_split b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/n_restarts_optimizer similarity index 100% rename from mlruns/149819317988706962/15225421949b40d1a7edf73fbc1c5acc/params/min_samples_split rename to mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/n_restarts_optimizer diff --git a/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/noise b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/noise new file mode 100644 index 0000000000000000000000000000000000000000..4e6612ca4f4289e26b9258c13cea60275992e64b --- /dev/null +++ b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/noise @@ -0,0 +1 @@ +gaussian \ No newline at end of file diff --git a/mlruns/149819317988706962/15225421949b40d1a7edf73fbc1c5acc/params/bootstrap b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/normalize_y similarity index 100% rename from mlruns/149819317988706962/15225421949b40d1a7edf73fbc1c5acc/params/bootstrap rename to mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/normalize_y diff --git a/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/optimizer b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/optimizer new file mode 100644 index 0000000000000000000000000000000000000000..524b16cff8744b16e3166dc5e2c3669cf3968caf --- /dev/null +++ b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/optimizer @@ -0,0 +1 @@ +fmin_l_bfgs_b \ No newline at end of file diff --git a/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/random_state b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/random_state new file mode 100644 index 0000000000000000000000000000000000000000..873974b23645dbcbcc7a73242fc4f389043cfa1c --- /dev/null +++ b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/params/random_state @@ -0,0 +1 @@ +1395647406 \ No newline at end of file diff --git a/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/tags/estimator_class b/mlruns/146369756112246655/d55b4821b4974c04aeb9bb278c16e511/tags/estimator_class new file mode 100644 index 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--git a/mlruns/831635215727137506/datasets/dd4d89a524510f8914834c3bc9cd9e95/meta.yaml b/mlruns/146369756112246655/datasets/dd4d89a524510f8914834c3bc9cd9e95/meta.yaml similarity index 64% rename from mlruns/831635215727137506/datasets/dd4d89a524510f8914834c3bc9cd9e95/meta.yaml rename to mlruns/146369756112246655/datasets/dd4d89a524510f8914834c3bc9cd9e95/meta.yaml index fbdf23f6c403eb72b82fce264d8ed369a148f984..d66d3325f521c20f2b698440ef75a81a93b3af8c 100644 --- a/mlruns/831635215727137506/datasets/dd4d89a524510f8914834c3bc9cd9e95/meta.yaml +++ b/mlruns/146369756112246655/datasets/dd4d89a524510f8914834c3bc9cd9e95/meta.yaml @@ -5,6 +5,6 @@ profile: '{"features_shape": [2452, 33], "features_size": 80916, "features_nbyte schema: '{"mlflow_tensorspec": {"features": "[{\"type\": \"tensor\", \"tensor-spec\": {\"dtype\": \"float64\", \"shape\": [-1, 33]}}]", "targets": "[{\"type\": \"tensor\", \"tensor-spec\": {\"dtype\": \"float64\", \"shape\": [-1, 6]}}]"}}' -source: '{"tags": {"mlflow.user": 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a/mlruns/149819317988706962/135e604974134ca4877227251e765174/inputs/3fe337ab19a414567ce38811567fb03e/meta.yaml b/mlruns/149819317988706962/135e604974134ca4877227251e765174/inputs/3fe337ab19a414567ce38811567fb03e/meta.yaml deleted file mode 100644 index 0d23962544e9c5bbff49ce19eead882e54f84310..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/135e604974134ca4877227251e765174/inputs/3fe337ab19a414567ce38811567fb03e/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: 19d2a1faf215ef44b979bbf135902c21 -destination_type: RUN -source_id: 19d2a1faf215ef44b979bbf135902c21 -source_type: DATASET -tags: - mlflow.data.context: eval diff --git a/mlruns/149819317988706962/135e604974134ca4877227251e765174/meta.yaml b/mlruns/149819317988706962/135e604974134ca4877227251e765174/meta.yaml deleted file mode 100644 index 8a1a798efbfe42f9c5ff43e178b929c8e8c3bdea..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/135e604974134ca4877227251e765174/meta.yaml 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a/mlruns/149819317988706962/135e604974134ca4877227251e765174/metrics/training_mean_absolute_error b/mlruns/149819317988706962/135e604974134ca4877227251e765174/metrics/training_mean_absolute_error deleted file mode 100644 index 0e7f0e3341f9b1a71f83a3d0a42586f37f34c79d..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/135e604974134ca4877227251e765174/metrics/training_mean_absolute_error +++ /dev/null @@ -1 +0,0 @@ -1727647671068 1.4686008020663406 0 diff --git a/mlruns/149819317988706962/135e604974134ca4877227251e765174/metrics/training_mean_squared_error b/mlruns/149819317988706962/135e604974134ca4877227251e765174/metrics/training_mean_squared_error deleted file mode 100644 index 9e39d0b2ac8b46ba59ab41095de5ab6b2d93cddd..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/135e604974134ca4877227251e765174/metrics/training_mean_squared_error +++ /dev/null @@ -1 +0,0 @@ -1727647671068 4.513877183591633 0 diff --git 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a/mlruns/149819317988706962/135e604974134ca4877227251e765174/params/n_jobs +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/149819317988706962/135e604974134ca4877227251e765174/params/oob_score b/mlruns/149819317988706962/135e604974134ca4877227251e765174/params/oob_score deleted file mode 100644 index c1f22fbc23bb6ee67824843d6685826db10313d3..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/135e604974134ca4877227251e765174/params/oob_score +++ /dev/null @@ -1 +0,0 @@ -False \ No newline at end of file diff --git a/mlruns/149819317988706962/135e604974134ca4877227251e765174/params/random_state b/mlruns/149819317988706962/135e604974134ca4877227251e765174/params/random_state deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/135e604974134ca4877227251e765174/params/random_state +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/149819317988706962/135e604974134ca4877227251e765174/params/verbose b/mlruns/149819317988706962/135e604974134ca4877227251e765174/params/verbose deleted file mode 100644 index c227083464fb9af8955c90d2924774ee50abb547..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/135e604974134ca4877227251e765174/params/verbose +++ /dev/null @@ -1 +0,0 @@ -0 \ No newline at end of file diff --git a/mlruns/149819317988706962/135e604974134ca4877227251e765174/params/warm_start b/mlruns/149819317988706962/135e604974134ca4877227251e765174/params/warm_start deleted file mode 100644 index c1f22fbc23bb6ee67824843d6685826db10313d3..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/135e604974134ca4877227251e765174/params/warm_start +++ /dev/null @@ -1 +0,0 @@ -False \ No newline at end of file diff --git a/mlruns/149819317988706962/135e604974134ca4877227251e765174/tags/estimator_class b/mlruns/149819317988706962/135e604974134ca4877227251e765174/tags/estimator_class deleted file mode 100644 index c97c86cfb4456edecdb2cdc6a33e06e728ad7a3d..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/135e604974134ca4877227251e765174/tags/estimator_class +++ /dev/null @@ -1 +0,0 @@ -sklearn.ensemble._forest.RandomForestRegressor \ No newline at end of file diff --git a/mlruns/149819317988706962/135e604974134ca4877227251e765174/tags/estimator_name b/mlruns/149819317988706962/135e604974134ca4877227251e765174/tags/estimator_name deleted file mode 100644 index fdec80fa3af12a48caeafbabc871211c4cdeb364..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/135e604974134ca4877227251e765174/tags/estimator_name +++ /dev/null @@ -1 +0,0 @@ -RandomForestRegressor \ No newline at end of file diff --git a/mlruns/149819317988706962/135e604974134ca4877227251e765174/tags/mlflow.autologging b/mlruns/149819317988706962/135e604974134ca4877227251e765174/tags/mlflow.autologging deleted file mode 100644 index 044bdd758636edf2ee49b03917cb416d76a71de4..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/135e604974134ca4877227251e765174/tags/mlflow.autologging +++ /dev/null @@ -1 +0,0 @@ -sklearn \ No newline at end of file diff --git a/mlruns/149819317988706962/135e604974134ca4877227251e765174/tags/mlflow.log-model.history b/mlruns/149819317988706962/135e604974134ca4877227251e765174/tags/mlflow.log-model.history deleted file mode 100644 index eb95c5ce2e9f9688b036c5bb64f4de0ab0519ae4..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/135e604974134ca4877227251e765174/tags/mlflow.log-model.history +++ /dev/null @@ -1 +0,0 @@ -[{"run_id": "135e604974134ca4877227251e765174", "artifact_path": "model", "utc_time_created": "2024-09-29 22:07:51.285707", "model_uuid": "a4454c410eb04397aeb3487d1219327c", "flavors": {"python_function": 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0.12962199999999768 4 -1727713582326 0.22108799999999817 5 diff --git a/mlruns/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/metrics/system/network_transmit_megabytes b/mlruns/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/metrics/system/network_transmit_megabytes deleted file mode 100644 index 2c06c5d16b9a64e05152423ee35288c2687dbc07..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/metrics/system/network_transmit_megabytes +++ /dev/null @@ -1,6 +0,0 @@ -1727713531152 0.0 0 -1727713541352 0.0 1 -1727713551532 0.01763099999999973 2 -1727713561757 0.026981000000000144 3 -1727713572013 0.07122000000000028 4 -1727713582326 0.08178700000000028 5 diff --git a/mlruns/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/metrics/system/system_memory_usage_megabytes b/mlruns/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/metrics/system/system_memory_usage_megabytes deleted file mode 100644 index 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a/mlruns/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/metrics/training_mean_absolute_error b/mlruns/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/metrics/training_mean_absolute_error deleted file mode 100644 index fead84ba133f96c1ec6f429fba57c6dd1fa8890d..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/metrics/training_mean_absolute_error +++ /dev/null @@ -1 +0,0 @@ -1727713575610 1.4686008020663406 0 diff --git a/mlruns/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/metrics/training_mean_squared_error b/mlruns/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/metrics/training_mean_squared_error deleted file mode 100644 index 714ee806f40ad6501cc77133a0e2c2a1c1f941cd..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/metrics/training_mean_squared_error +++ /dev/null @@ -1 +0,0 @@ -1727713575610 4.513877183591633 0 diff --git a/mlruns/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/metrics/training_r2_score b/mlruns/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/metrics/training_r2_score deleted file mode 100644 index ab7a99191ede1148f489780a64369aec17c394b5..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/metrics/training_r2_score +++ /dev/null @@ -1 +0,0 @@ -1727713575610 0.934567668476269 0 diff --git a/mlruns/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/metrics/training_root_mean_squared_error b/mlruns/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/metrics/training_root_mean_squared_error deleted file mode 100644 index 8977fe4994a3bcd70daf550c51f22dc17192608b..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/metrics/training_root_mean_squared_error +++ /dev/null @@ -1 +0,0 @@ -1727713575610 2.124588709278018 0 diff --git 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mlflow-artifacts:/149819317988706962/482f080397f8479f94024fbed2a3937a/artifacts -end_time: 1727645976770 -entry_point_name: '' -experiment_id: '149819317988706962' -lifecycle_stage: active -run_id: 482f080397f8479f94024fbed2a3937a -run_name: beautiful-trout-956 -run_uuid: 482f080397f8479f94024fbed2a3937a -source_name: '' -source_type: 4 -source_version: '' -start_time: 1727645964018 -status: 3 -tags: [] -user_id: User diff --git a/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/metrics/system/cpu_utilization_percentage b/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/metrics/system/cpu_utilization_percentage deleted file mode 100644 index b7da2a3a54c733417536ebfcc3d9b4f58a09936c..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/metrics/system/cpu_utilization_percentage +++ /dev/null @@ -1 +0,0 @@ -1727645974135 46.0 0 diff --git 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a/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/metrics/training_mean_absolute_error b/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/metrics/training_mean_absolute_error deleted file mode 100644 index 4495d9e1bcbf574fe8058029c4c9f0de14e0b460..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/metrics/training_mean_absolute_error +++ /dev/null @@ -1 +0,0 @@ -1727645972124 1.4686008020663406 0 diff --git a/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/metrics/training_mean_squared_error b/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/metrics/training_mean_squared_error deleted file mode 100644 index fb9875ef269d84f2ac06286f3da76b6c85044c5c..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/metrics/training_mean_squared_error +++ /dev/null @@ -1 +0,0 @@ -1727645972124 4.513877183591633 0 diff --git a/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/metrics/training_r2_score b/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/metrics/training_r2_score deleted file mode 100644 index 4012acc768189efebb5f7ed52b7c2cfb4dc71de9..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/metrics/training_r2_score +++ /dev/null @@ -1 +0,0 @@ -1727645972124 0.934567668476269 0 diff --git a/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/metrics/training_root_mean_squared_error b/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/metrics/training_root_mean_squared_error deleted file mode 100644 index 98564ddba6f59bbeae48620ef3b8b0ad002b210b..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/metrics/training_root_mean_squared_error +++ /dev/null @@ -1 +0,0 @@ -1727645972124 2.124588709278018 0 diff --git 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a/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/params/min_impurity_decrease +++ /dev/null @@ -1 +0,0 @@ -0.0 \ No newline at end of file diff --git a/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/params/min_samples_leaf b/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/params/min_samples_leaf deleted file mode 100644 index 56a6051ca2b02b04ef92d5150c9ef600403cb1de..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/params/min_samples_leaf +++ /dev/null @@ -1 +0,0 @@ -1 \ No newline at end of file diff --git a/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/params/min_weight_fraction_leaf b/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/params/min_weight_fraction_leaf deleted file mode 100644 index 171538eb0b00f4eddffa17929796de55b838f34b..0000000000000000000000000000000000000000 --- 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a/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/tags/mlflow.source.name +++ /dev/null @@ -1 +0,0 @@ -c:/Users/User/ML4I/air-quality-forecast/air-quality-forecast/model_development.py \ No newline at end of file diff --git a/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/tags/mlflow.source.type b/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/tags/mlflow.source.type deleted file mode 100644 index 0c2c1fe9dc63b7040bb81006635e50fd528f056f..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/tags/mlflow.source.type +++ /dev/null @@ -1 +0,0 @@ -LOCAL \ No newline at end of file diff --git a/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/tags/mlflow.user b/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/tags/mlflow.user deleted file mode 100644 index cd0fe7a3dfead13afba6009c6024733ef3a5cdde..0000000000000000000000000000000000000000 --- 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mlflow-artifacts:/149819317988706962/5479a322736e4663944d983720a6648e/artifacts -end_time: 1727642116447 -entry_point_name: '' -experiment_id: '149819317988706962' -lifecycle_stage: active -run_id: 5479a322736e4663944d983720a6648e -run_name: spiffy-penguin-165 -run_uuid: 5479a322736e4663944d983720a6648e -source_name: '' -source_type: 4 -source_version: '' -start_time: 1727642102185 -status: 3 -tags: [] -user_id: User diff --git a/mlruns/149819317988706962/5479a322736e4663944d983720a6648e/metrics/system/cpu_utilization_percentage b/mlruns/149819317988706962/5479a322736e4663944d983720a6648e/metrics/system/cpu_utilization_percentage deleted file mode 100644 index 104fb9a2cbf99c76e4eeef82e0271c5953d792b3..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/5479a322736e4663944d983720a6648e/metrics/system/cpu_utilization_percentage +++ /dev/null @@ -1 +0,0 @@ -1727642112343 47.2 0 diff --git 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a/mlruns/149819317988706962/5479a322736e4663944d983720a6648e/metrics/system/gpu_0_memory_usage_percentage b/mlruns/149819317988706962/5479a322736e4663944d983720a6648e/metrics/system/gpu_0_memory_usage_percentage deleted file mode 100644 index 65be40b781876015a216448820d20786fe34e8eb..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/5479a322736e4663944d983720a6648e/metrics/system/gpu_0_memory_usage_percentage +++ /dev/null @@ -1 +0,0 @@ -1727642112343 14.4 0 diff --git a/mlruns/149819317988706962/5479a322736e4663944d983720a6648e/metrics/system/gpu_0_utilization_percentage b/mlruns/149819317988706962/5479a322736e4663944d983720a6648e/metrics/system/gpu_0_utilization_percentage deleted file mode 100644 index 92f330a4aeabe0588b47ad369acc9b24a243e0dd..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/5479a322736e4663944d983720a6648e/metrics/system/gpu_0_utilization_percentage +++ /dev/null @@ -1 +0,0 @@ -1727642112343 0.0 0 diff --git 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a/mlruns/149819317988706962/d256fba7a7fe43c39749afef37154210/tags/mlflow.autologging +++ /dev/null @@ -1 +0,0 @@ -sklearn \ No newline at end of file diff --git a/mlruns/149819317988706962/d256fba7a7fe43c39749afef37154210/tags/mlflow.log-model.history b/mlruns/149819317988706962/d256fba7a7fe43c39749afef37154210/tags/mlflow.log-model.history deleted file mode 100644 index 85ebe62ed58a40448a61253a2eacf74c5bca4213..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/d256fba7a7fe43c39749afef37154210/tags/mlflow.log-model.history +++ /dev/null @@ -1 +0,0 @@ -[{"run_id": "d256fba7a7fe43c39749afef37154210", "artifact_path": "model", "utc_time_created": "2024-09-29 20:41:11.947759", "model_uuid": "d6a4b42658cb4824b3125c7ec63d1ed4", "flavors": {"python_function": {"model_path": "model.pkl", "predict_fn": "predict", "loader_module": "mlflow.sklearn", "python_version": "3.11.0", "env": {"conda": "conda.yaml", "virtualenv": "python_env.yaml"}}, "sklearn": {"pickled_model": 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a/mlruns/149819317988706962/faa3ad4458c7419a8fc7c85d44b5c475/params/warm_start +++ /dev/null @@ -1 +0,0 @@ -False \ No newline at end of file diff --git a/mlruns/149819317988706962/faa3ad4458c7419a8fc7c85d44b5c475/tags/estimator_class b/mlruns/149819317988706962/faa3ad4458c7419a8fc7c85d44b5c475/tags/estimator_class deleted file mode 100644 index c97c86cfb4456edecdb2cdc6a33e06e728ad7a3d..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/faa3ad4458c7419a8fc7c85d44b5c475/tags/estimator_class +++ /dev/null @@ -1 +0,0 @@ -sklearn.ensemble._forest.RandomForestRegressor \ No newline at end of file diff --git a/mlruns/149819317988706962/faa3ad4458c7419a8fc7c85d44b5c475/tags/estimator_name b/mlruns/149819317988706962/faa3ad4458c7419a8fc7c85d44b5c475/tags/estimator_name deleted file mode 100644 index fdec80fa3af12a48caeafbabc871211c4cdeb364..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/faa3ad4458c7419a8fc7c85d44b5c475/tags/estimator_name +++ 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end of file diff --git a/mlruns/149819317988706962/faa3ad4458c7419a8fc7c85d44b5c475/tags/mlflow.source.type b/mlruns/149819317988706962/faa3ad4458c7419a8fc7c85d44b5c475/tags/mlflow.source.type deleted file mode 100644 index 0c2c1fe9dc63b7040bb81006635e50fd528f056f..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/faa3ad4458c7419a8fc7c85d44b5c475/tags/mlflow.source.type +++ /dev/null @@ -1 +0,0 @@ -LOCAL \ No newline at end of file diff --git a/mlruns/149819317988706962/faa3ad4458c7419a8fc7c85d44b5c475/tags/mlflow.user b/mlruns/149819317988706962/faa3ad4458c7419a8fc7c85d44b5c475/tags/mlflow.user deleted file mode 100644 index cd0fe7a3dfead13afba6009c6024733ef3a5cdde..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/faa3ad4458c7419a8fc7c85d44b5c475/tags/mlflow.user +++ /dev/null @@ -1 +0,0 @@ -User \ No newline at end of file diff --git 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ff9b209269104b37b82bb9564fe96907 -run_name: learned-gnu-365 -run_uuid: ff9b209269104b37b82bb9564fe96907 -source_name: '' -source_type: 4 -source_version: '' -start_time: 1727699021804 -status: 3 -tags: [] -user_id: User diff --git a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/system/cpu_utilization_percentage b/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/system/cpu_utilization_percentage deleted file mode 100644 index 2513bf52e7f24d6beb8167909de103801ddaaa1b..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/system/cpu_utilization_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727699032322 100.0 0 -1727699042587 99.1 1 -1727699052864 99.5 2 -1727699063186 99.9 3 diff --git a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/system/disk_available_megabytes b/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/system/disk_available_megabytes deleted file mode 100644 index 9ed7aedebd9afed228cfdd74474b5aa66e609e13..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/system/disk_available_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727699032322 83130.9 0 -1727699042587 83130.9 1 -1727699052864 83134.4 2 -1727699063186 83099.0 3 diff --git a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/system/disk_usage_megabytes b/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/system/disk_usage_megabytes deleted file mode 100644 index dba54c89d43a0e531ed849075e61d8244b2d5762..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/system/disk_usage_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727699032322 428006.2 0 -1727699042587 428006.2 1 -1727699052864 428002.7 2 -1727699063186 428038.1 3 diff --git 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a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/system/gpu_0_utilization_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727699032322 6.0 0 -1727699042587 0.0 1 -1727699052864 7.0 2 -1727699063186 9.0 3 diff --git a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/system/network_receive_megabytes b/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/system/network_receive_megabytes deleted file mode 100644 index fefbb220c715b63b73fa4c50f37bbf03a230799b..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/system/network_receive_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727699032322 0.0 0 -1727699042587 0.08508099999994556 1 -1727699052864 0.6149239999999736 2 -1727699063186 0.65453100000002 3 diff --git a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/system/network_transmit_megabytes 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a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/training_mean_absolute_error +++ /dev/null @@ -1 +0,0 @@ -1727699046897 1.4686008020663406 0 diff --git a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/training_mean_squared_error b/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/training_mean_squared_error deleted file mode 100644 index 79ffbc48018b263822185c728e270a26c9e8108e..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/training_mean_squared_error +++ /dev/null @@ -1 +0,0 @@ -1727699046897 4.513877183591633 0 diff --git a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/training_r2_score b/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/training_r2_score deleted file mode 100644 index e513f2d7aa7679aad6b959057ff75ba906acf221..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/training_r2_score +++ /dev/null @@ -1 +0,0 @@ -1727699046897 0.934567668476269 0 diff --git a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/training_root_mean_squared_error b/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/training_root_mean_squared_error deleted file mode 100644 index 03cbbc6232965b8507c8b7e59e103a48375e4e30..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/training_root_mean_squared_error +++ /dev/null @@ -1 +0,0 @@ -1727699046897 2.124588709278018 0 diff --git a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/training_score b/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/metrics/training_score deleted file mode 100644 index 9d0a74e011f2fe98190c0da57d027677e6fd3286..0000000000000000000000000000000000000000 --- 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a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/tags/estimator_name +++ /dev/null @@ -1 +0,0 @@ -RandomForestRegressor \ No newline at end of file diff --git a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/tags/mlflow.autologging b/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/tags/mlflow.autologging deleted file mode 100644 index 044bdd758636edf2ee49b03917cb416d76a71de4..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/tags/mlflow.autologging +++ /dev/null @@ -1 +0,0 @@ -sklearn \ No newline at end of file diff --git a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/tags/mlflow.log-model.history b/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/tags/mlflow.log-model.history deleted file mode 100644 index 44905504b7850625b5fa376bc92c2d7e183f203a..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/tags/mlflow.log-model.history +++ /dev/null @@ -1 +0,0 @@ -[{"run_id": "ff9b209269104b37b82bb9564fe96907", "artifact_path": "model", "utc_time_created": "2024-09-30 12:24:07.662782", "model_uuid": "6d6ca6151f804bf69e8c2ad9a6f0deb8", "flavors": {"python_function": {"model_path": "model.pkl", "predict_fn": "predict", "loader_module": "mlflow.sklearn", "python_version": "3.11.0", "env": {"conda": "conda.yaml", "virtualenv": "python_env.yaml"}}, "sklearn": {"pickled_model": "model.pkl", "sklearn_version": "1.5.2", "serialization_format": "cloudpickle", "code": null}}}] \ No newline at end of file diff --git a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/tags/mlflow.runName b/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/tags/mlflow.runName deleted file mode 100644 index cf1095a581d0a13ff208d37f77ecf2ba44618485..0000000000000000000000000000000000000000 --- 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a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/tags/mlflow.source.name +++ /dev/null @@ -1 +0,0 @@ -c:/Users/User/ML4I/air-quality-forecast/air-quality-forecast/model_development.py \ No newline at end of file diff --git a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/tags/mlflow.source.type b/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/tags/mlflow.source.type deleted file mode 100644 index 0c2c1fe9dc63b7040bb81006635e50fd528f056f..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/tags/mlflow.source.type +++ /dev/null @@ -1 +0,0 @@ -LOCAL \ No newline at end of file diff --git a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/tags/mlflow.user b/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/tags/mlflow.user deleted file mode 100644 index cd0fe7a3dfead13afba6009c6024733ef3a5cdde..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/ff9b209269104b37b82bb9564fe96907/tags/mlflow.user +++ /dev/null @@ -1 +0,0 @@ -User \ No newline at end of file diff --git a/mlruns/149819317988706962/meta.yaml b/mlruns/149819317988706962/meta.yaml deleted file mode 100644 index a5ad706ec79645a23fb7646c329bb217af09ae57..0000000000000000000000000000000000000000 --- a/mlruns/149819317988706962/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -artifact_location: mlflow-artifacts:/149819317988706962 -creation_time: 1727642091797 -experiment_id: '149819317988706962' -last_update_time: 1727642091797 -lifecycle_stage: active -name: RandomForest-BayesianOptimization diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/inputs/14ced49aa0f8186842949e93b257df37/meta.yaml b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/inputs/14ced49aa0f8186842949e93b257df37/meta.yaml deleted file mode 100644 index 0d23962544e9c5bbff49ce19eead882e54f84310..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/inputs/14ced49aa0f8186842949e93b257df37/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: 19d2a1faf215ef44b979bbf135902c21 -destination_type: RUN -source_id: 19d2a1faf215ef44b979bbf135902c21 -source_type: DATASET -tags: - mlflow.data.context: eval diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/inputs/469fcae526ad9176bce35f8a7dabdeb8/meta.yaml b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/inputs/469fcae526ad9176bce35f8a7dabdeb8/meta.yaml deleted file mode 100644 index 0723f98cc08a32c652ef5acce9e4e8384bb6d541..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/inputs/469fcae526ad9176bce35f8a7dabdeb8/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: 48179f7583d906f437293b4ed859818c -destination_type: RUN -source_id: 48179f7583d906f437293b4ed859818c -source_type: DATASET -tags: - mlflow.data.context: train diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/meta.yaml b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/meta.yaml deleted file mode 100644 index a178345b394b85163bff82a53e2280643d630725..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/meta.yaml +++ /dev/null @@ -1,15 +0,0 @@ -artifact_uri: mlflow-artifacts:/674375719018272828/2ad059c5d4704ed088a288d572818bcf/artifacts -end_time: 1727642091474 -entry_point_name: '' -experiment_id: '674375719018272828' -lifecycle_stage: active -run_id: 2ad059c5d4704ed088a288d572818bcf -run_name: stately-worm-527 -run_uuid: 2ad059c5d4704ed088a288d572818bcf -source_name: '' -source_type: 4 -source_version: '' -start_time: 1727642048270 -status: 3 -tags: [] -user_id: User diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/cpu_utilization_percentage b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/cpu_utilization_percentage deleted file mode 100644 index 6ca5d0e24de4fc1501adde530ce748fa779a3fe0..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/cpu_utilization_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727642058560 71.6 0 -1727642068738 84.9 1 -1727642078895 99.4 2 -1727642089012 99.6 3 diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/disk_available_megabytes b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/disk_available_megabytes deleted file mode 100644 index bf8f507dbbc79e8614f04cc75e2c014ae32ec9e2..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/disk_available_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727642058560 90994.8 0 -1727642068738 90994.1 1 -1727642078895 90993.6 2 -1727642089012 90990.3 3 diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/disk_usage_megabytes b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/disk_usage_megabytes deleted file mode 100644 index 5471a39850d2a4371d025c04eba24aedbdfef920..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/disk_usage_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727642058560 420142.3 0 -1727642068738 420143.0 1 -1727642078895 420143.5 2 -1727642089012 420146.8 3 diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/disk_usage_percentage b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/disk_usage_percentage deleted file mode 100644 index b54b12ed3987d32719407b88965bc73a4cb699e7..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/disk_usage_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727642058560 82.2 0 -1727642068738 82.2 1 -1727642078895 82.2 2 -1727642089012 82.2 3 diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/gpu_0_memory_usage_megabytes b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/gpu_0_memory_usage_megabytes deleted file mode 100644 index 786422fa63e7ba149a32e5616819c65b1f7cc4ba..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/gpu_0_memory_usage_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727642058560 346.3 0 -1727642068738 324.3 1 -1727642078895 317.6 2 -1727642089012 310.2 3 diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/gpu_0_memory_usage_percentage b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/gpu_0_memory_usage_percentage deleted file mode 100644 index a54e7065888dddceec4fbb9384f5269a1ed6c97f..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/gpu_0_memory_usage_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727642058560 16.1 0 -1727642068738 15.1 1 -1727642078895 14.8 2 -1727642089012 14.4 3 diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/gpu_0_utilization_percentage b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/gpu_0_utilization_percentage deleted file mode 100644 index 9e9d119e7abeaf6ea4dc7acdc0d1f4bdb946b1d1..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/gpu_0_utilization_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727642058560 24.0 0 -1727642068738 0.0 1 -1727642078895 0.0 2 -1727642089012 0.0 3 diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/network_receive_megabytes b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/network_receive_megabytes deleted file mode 100644 index 97037686521cb205e76af6cdec1e8b77c6cfdebb..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/network_receive_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727642058560 6.600000000389628e-05 0 -1727642068738 0.23082099999999173 1 -1727642078895 0.23349400000000742 2 -1727642089012 0.2718749999999943 3 diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/network_transmit_megabytes b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/network_transmit_megabytes deleted file mode 100644 index 245886e01edafe87ec978b3bae64189c77d9c311..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/network_transmit_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727642058560 0.0 0 -1727642068738 0.01222700000000998 1 -1727642078895 0.013097000000001913 2 -1727642089012 0.027844000000001756 3 diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/system_memory_usage_megabytes b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/system_memory_usage_megabytes deleted file mode 100644 index 3ebb1145954616199d5d79938d3d62547e6a4049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/system_memory_usage_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727642058560 11705.2 0 -1727642068738 11750.1 1 -1727642078895 11799.7 2 -1727642089012 11554.2 3 diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/system_memory_usage_percentage b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/system_memory_usage_percentage deleted file mode 100644 index ee75a0c0445562384ae9a3e94a1d976bf657b887..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/metrics/system/system_memory_usage_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727642058560 68.9 0 -1727642068738 69.2 1 -1727642078895 69.5 2 -1727642089012 68.0 3 diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/base_score b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/base_score deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/base_score +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/booster b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/booster deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/booster +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/colsample_bylevel b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/colsample_bylevel deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/colsample_bylevel +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/colsample_bynode b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/colsample_bynode deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/colsample_bynode +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/colsample_bytree b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/colsample_bytree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/colsample_bytree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/custom_metric b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/custom_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/custom_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/device b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/device deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/device +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/early_stopping_rounds b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/early_stopping_rounds deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/early_stopping_rounds +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/eval_metric b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/eval_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/eval_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/gamma b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/gamma deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/gamma +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/grow_policy b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/grow_policy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/grow_policy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/interaction_constraints b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/interaction_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/interaction_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/learning_rate b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/learning_rate deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/learning_rate +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/max_bin b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/max_bin deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/max_bin +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/max_cat_threshold b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/max_cat_threshold deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/max_cat_threshold +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/max_cat_to_onehot b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/max_cat_to_onehot deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/max_cat_to_onehot +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/max_delta_step b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/max_delta_step deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/max_delta_step +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/max_depth b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/max_depth deleted file mode 100644 index 3e932fe8f188bb6dbcb02afe1306fa6e0b90357b..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/max_depth +++ /dev/null @@ -1 +0,0 @@ -34 \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/max_leaves b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/max_leaves deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/max_leaves +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/maximize b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/maximize deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/maximize +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/min_child_weight b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/min_child_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/min_child_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/monotone_constraints b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/monotone_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/monotone_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/multi_strategy b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/multi_strategy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/multi_strategy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/n_jobs b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/n_jobs deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/n_jobs +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/num_boost_round b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/num_boost_round deleted file mode 100644 index 105d7d9ad3afc7bb78a0dec4d829880831605dfb..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/num_boost_round +++ /dev/null @@ -1 +0,0 @@ -100 \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/num_parallel_tree b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/num_parallel_tree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/num_parallel_tree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/objective b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/objective deleted file mode 100644 index 2f5dba794ce239746ae5a5a58dfb33aa48e7a050..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/objective +++ /dev/null @@ -1 +0,0 @@ -reg:squarederror \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/random_state b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/random_state deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/random_state +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/reg_alpha b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/reg_alpha deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/reg_alpha +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/reg_lambda b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/reg_lambda deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/reg_lambda +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/sampling_method b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/sampling_method deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/sampling_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/scale_pos_weight b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/scale_pos_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/scale_pos_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/subsample b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/subsample deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/subsample +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/tree_method b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/tree_method deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/tree_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/validate_parameters b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/validate_parameters deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/validate_parameters +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/verbose_eval b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/verbose_eval deleted file mode 100644 index 4791ed5559bd77f54e1520025768e2b368705876..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/verbose_eval +++ /dev/null @@ -1 +0,0 @@ -True \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/verbosity b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/verbosity deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/params/verbosity +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/tags/mlflow.autologging b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/tags/mlflow.autologging deleted file mode 100644 index adb4f9840874972f9c580b23aa343d7ca11b3289..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/tags/mlflow.autologging +++ /dev/null @@ -1 +0,0 @@ -xgboost \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/tags/mlflow.log-model.history b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/tags/mlflow.log-model.history deleted file mode 100644 index 3d72e1abc7736f4b1d09e32a66eaa20920a981fc..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/tags/mlflow.log-model.history +++ /dev/null @@ -1 +0,0 @@ -[{"run_id": "2ad059c5d4704ed088a288d572818bcf", "artifact_path": "model", "utc_time_created": "2024-09-29 20:34:46.696536", "model_uuid": "ae7825e16b794647905010b3fabdf5ee", "flavors": {"python_function": {"loader_module": "mlflow.xgboost", "python_version": "3.11.0", "data": "model.xgb", "env": {"conda": "conda.yaml", "virtualenv": "python_env.yaml"}}, "xgboost": {"xgb_version": "2.1.1", "data": "model.xgb", "model_class": "xgboost.sklearn.XGBRegressor", "model_format": "xgb", "code": null}}}] \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/tags/mlflow.runName b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/tags/mlflow.runName deleted file mode 100644 index 10556fe0ca5fdb7a523b4052a6b752f1e3cebfba..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/tags/mlflow.runName +++ /dev/null @@ -1 +0,0 @@ -stately-worm-527 \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/tags/mlflow.source.git.commit b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/tags/mlflow.source.git.commit deleted file mode 100644 index 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100644 index 0c2c1fe9dc63b7040bb81006635e50fd528f056f..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/tags/mlflow.source.type +++ /dev/null @@ -1 +0,0 @@ -LOCAL \ No newline at end of file diff --git a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/tags/mlflow.user b/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/tags/mlflow.user deleted file mode 100644 index cd0fe7a3dfead13afba6009c6024733ef3a5cdde..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/2ad059c5d4704ed088a288d572818bcf/tags/mlflow.user +++ /dev/null @@ -1 +0,0 @@ -User \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/inputs/01e64052c3679ab1edac7c0283e4b99f/meta.yaml b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/inputs/01e64052c3679ab1edac7c0283e4b99f/meta.yaml deleted file mode 100644 index 0d23962544e9c5bbff49ce19eead882e54f84310..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/inputs/01e64052c3679ab1edac7c0283e4b99f/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: 19d2a1faf215ef44b979bbf135902c21 -destination_type: RUN -source_id: 19d2a1faf215ef44b979bbf135902c21 -source_type: DATASET -tags: - mlflow.data.context: eval diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/inputs/cd326eb3d8c398ba51b013158898b28b/meta.yaml b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/inputs/cd326eb3d8c398ba51b013158898b28b/meta.yaml deleted file mode 100644 index 0723f98cc08a32c652ef5acce9e4e8384bb6d541..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/inputs/cd326eb3d8c398ba51b013158898b28b/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: 48179f7583d906f437293b4ed859818c -destination_type: RUN -source_id: 48179f7583d906f437293b4ed859818c -source_type: DATASET -tags: - mlflow.data.context: train diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/meta.yaml b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/meta.yaml deleted file mode 100644 index 1ebd65956184baa61807e0d59809279327225275..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/meta.yaml +++ /dev/null @@ -1,15 +0,0 @@ -artifact_uri: mlflow-artifacts:/674375719018272828/32599368741e4784aaa387a8ec350b73/artifacts -end_time: 1727645953140 -entry_point_name: '' -experiment_id: '674375719018272828' -lifecycle_stage: active -run_id: 32599368741e4784aaa387a8ec350b73 -run_name: marvelous-finch-483 -run_uuid: 32599368741e4784aaa387a8ec350b73 -source_name: '' -source_type: 4 -source_version: '' -start_time: 1727645907697 -status: 3 -tags: [] -user_id: User diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/cpu_utilization_percentage b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/cpu_utilization_percentage deleted file mode 100644 index d85bd4ad7270d89b246c274fe17db19a5ac24ad2..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/cpu_utilization_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727645917913 71.7 0 -1727645928095 88.3 1 -1727645938266 99.6 2 -1727645948408 99.0 3 diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/disk_available_megabytes b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/disk_available_megabytes deleted file mode 100644 index 82c7e77e453440c2aa355d83343738d09c5c8d05..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/disk_available_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727645917913 90976.5 0 -1727645928095 90980.1 1 -1727645938266 90979.8 2 -1727645948408 90979.3 3 diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/disk_usage_megabytes b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/disk_usage_megabytes deleted file mode 100644 index f0d5338f23faff7ca737bd37d52966a6dc02dfc4..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/disk_usage_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727645917913 420160.6 0 -1727645928095 420157.0 1 -1727645938266 420157.3 2 -1727645948408 420157.8 3 diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/disk_usage_percentage b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/disk_usage_percentage deleted file mode 100644 index b57669644c7ddc5f943c3313b054add9c1dbf680..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/disk_usage_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727645917913 82.2 0 -1727645928095 82.2 1 -1727645938266 82.2 2 -1727645948408 82.2 3 diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/gpu_0_memory_usage_megabytes b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/gpu_0_memory_usage_megabytes deleted file mode 100644 index 8e8008cde2ed683a7bf84b3fe86d0c79f6beee1f..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/gpu_0_memory_usage_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727645917913 312.3 0 -1727645928095 384.3 1 -1727645938266 382.7 2 -1727645948408 323.1 3 diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/gpu_0_memory_usage_percentage b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/gpu_0_memory_usage_percentage deleted file mode 100644 index b208aff593ac4407a10f57ba6fc2e8ee08698d08..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/gpu_0_memory_usage_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727645917913 14.5 0 -1727645928095 17.9 1 -1727645938266 17.8 2 -1727645948408 15.0 3 diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/gpu_0_utilization_percentage b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/gpu_0_utilization_percentage deleted file mode 100644 index 1b8d29e53a70fff99ac8a07f9c973ffa0de7573c..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/gpu_0_utilization_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727645917913 0.0 0 -1727645928095 7.0 1 -1727645938266 15.0 2 -1727645948408 2.0 3 diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/network_receive_megabytes b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/network_receive_megabytes deleted file mode 100644 index 051d7d67b8f8b83508510fda1daa1c0639d56c73..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/network_receive_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727645917913 0.0 0 -1727645928095 0.06177700000000641 1 -1727645938266 0.07706199999998375 2 -1727645948408 0.1104259999999897 3 diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/network_transmit_megabytes b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/network_transmit_megabytes deleted file mode 100644 index cd77a19f1015ddf9aa5e1d22ca9ca514798edadb..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/network_transmit_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727645917913 0.0 0 -1727645928095 0.10868000000000677 1 -1727645938266 0.13131800000000737 2 -1727645948408 0.2059899999999999 3 diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/system_memory_usage_megabytes b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/system_memory_usage_megabytes deleted file mode 100644 index 6d693c62e5db62775e09001bab94548dc3e7f2f3..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/system_memory_usage_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727645917913 11411.2 0 -1727645928095 11505.9 1 -1727645938266 11384.6 2 -1727645948408 11293.7 3 diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/system_memory_usage_percentage b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/system_memory_usage_percentage deleted file mode 100644 index 8a67539cc754214fd8e03bccc015815e0662d7da..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/metrics/system/system_memory_usage_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727645917913 67.2 0 -1727645928095 67.7 1 -1727645938266 67.0 2 -1727645948408 66.5 3 diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/base_score b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/base_score deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/base_score +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/booster b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/booster deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/booster +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/colsample_bylevel b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/colsample_bylevel deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/colsample_bylevel +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/colsample_bynode b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/colsample_bynode deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/colsample_bynode +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/colsample_bytree b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/colsample_bytree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/colsample_bytree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/custom_metric b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/custom_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/custom_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/device b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/device deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/device +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/early_stopping_rounds b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/early_stopping_rounds deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/early_stopping_rounds +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/eval_metric b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/eval_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/eval_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/gamma b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/gamma deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/gamma +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/grow_policy b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/grow_policy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/grow_policy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/interaction_constraints b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/interaction_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/interaction_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/learning_rate b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/learning_rate deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/learning_rate +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/max_bin b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/max_bin deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/max_bin +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/max_cat_threshold b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/max_cat_threshold deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/max_cat_threshold +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/max_cat_to_onehot b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/max_cat_to_onehot deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/max_cat_to_onehot +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/max_delta_step b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/max_delta_step deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/max_delta_step +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/max_depth b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/max_depth deleted file mode 100644 index 3e932fe8f188bb6dbcb02afe1306fa6e0b90357b..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/max_depth +++ /dev/null @@ -1 +0,0 @@ -34 \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/max_leaves b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/max_leaves deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/max_leaves +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/maximize b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/maximize deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/maximize +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/min_child_weight b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/min_child_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/min_child_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/monotone_constraints b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/monotone_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/monotone_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/multi_strategy b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/multi_strategy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/multi_strategy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/n_jobs b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/n_jobs deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/n_jobs +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/num_boost_round b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/num_boost_round deleted file mode 100644 index 105d7d9ad3afc7bb78a0dec4d829880831605dfb..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/num_boost_round +++ /dev/null @@ -1 +0,0 @@ -100 \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/num_parallel_tree b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/num_parallel_tree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/num_parallel_tree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/objective b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/objective deleted file mode 100644 index 2f5dba794ce239746ae5a5a58dfb33aa48e7a050..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/objective +++ /dev/null @@ -1 +0,0 @@ -reg:squarederror \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/random_state b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/random_state deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/random_state +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/reg_alpha b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/reg_alpha deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/reg_alpha +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/reg_lambda b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/reg_lambda deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/reg_lambda +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/sampling_method b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/sampling_method deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/sampling_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/scale_pos_weight b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/scale_pos_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/scale_pos_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/subsample b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/subsample deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/subsample +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/tree_method b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/tree_method deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/tree_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/validate_parameters b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/validate_parameters deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/validate_parameters +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/verbose_eval b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/verbose_eval deleted file mode 100644 index 4791ed5559bd77f54e1520025768e2b368705876..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/verbose_eval +++ /dev/null @@ -1 +0,0 @@ -True \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/verbosity b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/verbosity deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/params/verbosity +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/tags/mlflow.autologging b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/tags/mlflow.autologging deleted file mode 100644 index adb4f9840874972f9c580b23aa343d7ca11b3289..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/tags/mlflow.autologging +++ /dev/null @@ -1 +0,0 @@ -xgboost \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/tags/mlflow.log-model.history b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/tags/mlflow.log-model.history deleted file mode 100644 index 2fe679c566ff52e2ad9e9b94c476d73990db2c35..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/tags/mlflow.log-model.history +++ /dev/null @@ -1 +0,0 @@ -[{"run_id": "32599368741e4784aaa387a8ec350b73", "artifact_path": "model", "utc_time_created": "2024-09-29 21:39:08.545139", "model_uuid": "4edaf6d4ff8a40fc9b0964a865424d34", "flavors": {"python_function": {"loader_module": "mlflow.xgboost", "python_version": "3.11.0", "data": "model.xgb", "env": {"conda": "conda.yaml", "virtualenv": "python_env.yaml"}}, "xgboost": {"xgb_version": "2.1.1", "data": "model.xgb", "model_class": "xgboost.sklearn.XGBRegressor", "model_format": "xgb", "code": null}}}] \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/tags/mlflow.runName b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/tags/mlflow.runName deleted file mode 100644 index a6d500c0a9b6b2867ad16fee9a0bab6bbe0c2110..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/tags/mlflow.runName +++ /dev/null @@ -1 +0,0 @@ -marvelous-finch-483 \ No newline at end of file diff --git a/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/tags/mlflow.source.git.commit b/mlruns/674375719018272828/32599368741e4784aaa387a8ec350b73/tags/mlflow.source.git.commit deleted file mode 100644 index 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4abf73b6aee649309d28094bd052ac16 -run_name: Bayesian_Optimization_Training_and_Eval -run_uuid: 4abf73b6aee649309d28094bd052ac16 -source_name: '' -source_type: 4 -source_version: '' -start_time: 1727712672843 -status: 1 -tags: [] -user_id: User diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/cpu_utilization_percentage b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/cpu_utilization_percentage deleted file mode 100644 index ed89023666fa7ad3350df5937add7d59cdae9260..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/cpu_utilization_percentage +++ /dev/null @@ -1,12 +0,0 @@ -1727712683342 100.0 0 -1727712693732 100.0 1 -1727712704948 100.0 2 -1727712715527 100.0 3 -1727712725759 100.0 4 -1727712736320 100.0 5 -1727712746747 100.0 6 -1727712757370 100.0 7 -1727712768312 100.0 8 -1727712778768 100.0 9 -1727712789214 100.0 10 -1727712800329 100.0 11 diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/disk_available_megabytes b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/disk_available_megabytes deleted file mode 100644 index edbef711e5e6cc4b32cf58161a2e57cbe4b43e1d..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/disk_available_megabytes +++ /dev/null @@ -1,12 +0,0 @@ -1727712683342 82999.9 0 -1727712693732 83015.5 1 -1727712704948 83015.3 2 -1727712715527 83014.4 3 -1727712725759 83010.9 4 -1727712736320 83006.6 5 -1727712746747 83012.8 6 -1727712757370 82991.5 7 -1727712768312 82951.4 8 -1727712778768 83007.7 9 -1727712789214 83039.4 10 -1727712800329 83027.3 11 diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/disk_usage_megabytes b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/disk_usage_megabytes deleted file mode 100644 index 9fcfcc141883f1028e1060979a99b930aad871bb..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/disk_usage_megabytes +++ /dev/null @@ -1,12 +0,0 @@ -1727712683342 428137.2 0 -1727712693732 428121.6 1 -1727712704948 428121.8 2 -1727712715527 428122.6 3 -1727712725759 428126.2 4 -1727712736320 428130.4 5 -1727712746747 428124.3 6 -1727712757370 428145.6 7 -1727712768312 428185.7 8 -1727712778768 428129.4 9 -1727712789214 428097.7 10 -1727712800329 428109.8 11 diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/disk_usage_percentage b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/disk_usage_percentage deleted file mode 100644 index 874ad550f4ff27e78c6b4e199ad618b17387d769..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/disk_usage_percentage +++ /dev/null @@ -1,12 +0,0 @@ -1727712683342 83.8 0 -1727712693732 83.8 1 -1727712704948 83.8 2 -1727712715527 83.8 3 -1727712725759 83.8 4 -1727712736320 83.8 5 -1727712746747 83.8 6 -1727712757370 83.8 7 -1727712768312 83.8 8 -1727712778768 83.8 9 -1727712789214 83.8 10 -1727712800329 83.8 11 diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/gpu_0_memory_usage_megabytes b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/gpu_0_memory_usage_megabytes deleted file mode 100644 index a7bbdd598547aee01426c571245a3eada248f0bd..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/gpu_0_memory_usage_megabytes +++ /dev/null @@ -1,12 +0,0 @@ -1727712683342 275.1 0 -1727712693732 305.8 1 -1727712704948 262.0 2 -1727712715527 309.3 3 -1727712725759 278.6 4 -1727712736320 254.9 5 -1727712746747 274.4 6 -1727712757370 246.8 7 -1727712768312 260.3 8 -1727712778768 244.0 9 -1727712789214 260.8 10 -1727712800329 244.7 11 diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/gpu_0_memory_usage_percentage b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/gpu_0_memory_usage_percentage deleted file mode 100644 index 6567727607abeb2daddc3e00f6ca8c3ad99cc61e..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/gpu_0_memory_usage_percentage +++ /dev/null @@ -1,12 +0,0 @@ -1727712683342 12.8 0 -1727712693732 14.2 1 -1727712704948 12.2 2 -1727712715527 14.4 3 -1727712725759 13.0 4 -1727712736320 11.9 5 -1727712746747 12.8 6 -1727712757370 11.5 7 -1727712768312 12.1 8 -1727712778768 11.4 9 -1727712789214 12.1 10 -1727712800329 11.4 11 diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/gpu_0_utilization_percentage b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/gpu_0_utilization_percentage deleted file mode 100644 index 2859710058a992e545ff3e63578ec07587cd9da3..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/gpu_0_utilization_percentage +++ /dev/null @@ -1,12 +0,0 @@ -1727712683342 14.0 0 -1727712693732 0.0 1 -1727712704948 0.0 2 -1727712715527 0.0 3 -1727712725759 5.0 4 -1727712736320 8.0 5 -1727712746747 4.0 6 -1727712757370 4.0 7 -1727712768312 15.0 8 -1727712778768 6.0 9 -1727712789214 8.0 10 -1727712800329 12.0 11 diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/network_receive_megabytes b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/network_receive_megabytes deleted file mode 100644 index 2999375f2a362bab38dbe659b29adda672059177..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/network_receive_megabytes +++ /dev/null @@ -1,12 +0,0 @@ -1727712683342 7.700000000099294e-05 0 -1727712693732 0.08471800000000052 1 -1727712704948 0.30675200000000125 2 -1727712715527 0.34224999999999994 3 -1727712725759 0.5980840000000001 4 -1727712736320 0.7816330000000011 5 -1727712746747 0.9241390000000003 6 -1727712757370 1.0341890000000014 7 -1727712768312 1.101586000000001 8 -1727712778768 1.1306530000000006 9 -1727712789214 1.3700410000000005 10 -1727712800329 1.8510170000000006 11 diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/network_transmit_megabytes b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/network_transmit_megabytes deleted file mode 100644 index f82ac9ad321d767684e52cc653b342b4baeab1ae..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/network_transmit_megabytes +++ /dev/null @@ -1,12 +0,0 @@ -1727712683342 0.0 0 -1727712693732 0.03116600000000025 1 -1727712704948 0.084422 2 -1727712715527 0.09481000000000028 3 -1727712725759 0.1713720000000003 4 -1727712736320 0.21418200000000054 5 -1727712746747 0.218823 6 -1727712757370 0.26654700000000053 7 -1727712768312 0.28704500000000044 8 -1727712778768 0.30039099999999985 9 -1727712789214 0.35157200000000044 10 -1727712800329 0.4850220000000003 11 diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/system_memory_usage_megabytes b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/system_memory_usage_megabytes deleted file mode 100644 index 0933d96d3bb1557ef08a2d0b0565ec44999ce724..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/system_memory_usage_megabytes +++ /dev/null @@ -1,12 +0,0 @@ -1727712683342 16172.4 0 -1727712693732 16431.6 1 -1727712704948 16432.8 2 -1727712715527 16470.4 3 -1727712725759 16402.6 4 -1727712736320 16235.0 5 -1727712746747 16412.0 6 -1727712757370 16372.1 7 -1727712768312 16457.6 8 -1727712778768 16408.5 9 -1727712789214 16346.7 10 -1727712800329 16168.7 11 diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/system_memory_usage_percentage b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/system_memory_usage_percentage deleted file mode 100644 index ac88e1928867c691c543ce58244eb641316091a7..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/metrics/system/system_memory_usage_percentage +++ /dev/null @@ -1,12 +0,0 @@ -1727712683342 95.2 0 -1727712693732 96.7 1 -1727712704948 96.7 2 -1727712715527 97.0 3 -1727712725759 96.6 4 -1727712736320 95.6 5 -1727712746747 96.6 6 -1727712757370 96.4 7 -1727712768312 96.9 8 -1727712778768 96.6 9 -1727712789214 96.2 10 -1727712800329 95.2 11 diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/base_score b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/base_score deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/base_score +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/booster b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/booster deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/booster +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/colsample_bylevel b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/colsample_bylevel deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/colsample_bylevel +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/colsample_bynode b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/colsample_bynode deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/colsample_bynode +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/colsample_bytree b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/colsample_bytree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/colsample_bytree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/custom_metric b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/custom_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/custom_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/device b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/device deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/device +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/early_stopping_rounds b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/early_stopping_rounds deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/early_stopping_rounds +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/eval_metric b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/eval_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/eval_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/gamma b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/gamma deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/gamma +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/grow_policy b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/grow_policy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/grow_policy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/interaction_constraints b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/interaction_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/interaction_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/learning_rate b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/learning_rate deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/learning_rate +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/max_bin b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/max_bin deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/max_bin +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/max_cat_threshold b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/max_cat_threshold deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/max_cat_threshold +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/max_cat_to_onehot b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/max_cat_to_onehot deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/max_cat_to_onehot +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/max_delta_step b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/max_delta_step deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/max_delta_step +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/max_depth b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/max_depth deleted file mode 100644 index 3e932fe8f188bb6dbcb02afe1306fa6e0b90357b..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/max_depth +++ /dev/null @@ -1 +0,0 @@ -34 \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/max_leaves b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/max_leaves deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/max_leaves +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/maximize b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/maximize deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/maximize +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/min_child_weight b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/min_child_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/min_child_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/monotone_constraints b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/monotone_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/monotone_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/multi_strategy b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/multi_strategy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/multi_strategy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/n_jobs b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/n_jobs deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/n_jobs +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/num_boost_round b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/num_boost_round deleted file mode 100644 index 105d7d9ad3afc7bb78a0dec4d829880831605dfb..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/num_boost_round +++ /dev/null @@ -1 +0,0 @@ -100 \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/num_parallel_tree b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/num_parallel_tree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/num_parallel_tree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/objective b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/objective deleted file mode 100644 index 2f5dba794ce239746ae5a5a58dfb33aa48e7a050..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/objective +++ /dev/null @@ -1 +0,0 @@ -reg:squarederror \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/random_state 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4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/reg_lambda +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/sampling_method b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/sampling_method deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/sampling_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/scale_pos_weight b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/scale_pos_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/scale_pos_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/subsample b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/subsample deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/subsample +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/tree_method b/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/tree_method deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/4abf73b6aee649309d28094bd052ac16/params/tree_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of 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b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/inputs/ae95521536278b2749dc9907e977df6e/meta.yaml deleted file mode 100644 index 0d23962544e9c5bbff49ce19eead882e54f84310..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/inputs/ae95521536278b2749dc9907e977df6e/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: 19d2a1faf215ef44b979bbf135902c21 -destination_type: RUN -source_id: 19d2a1faf215ef44b979bbf135902c21 -source_type: DATASET -tags: - mlflow.data.context: eval diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/inputs/d6f9497e1067937748bec876336f2ec6/meta.yaml b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/inputs/d6f9497e1067937748bec876336f2ec6/meta.yaml deleted file mode 100644 index 0723f98cc08a32c652ef5acce9e4e8384bb6d541..0000000000000000000000000000000000000000 --- 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a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/metrics/system/gpu_0_memory_usage_percentage +++ /dev/null @@ -1,34 +0,0 @@ -1727698634821 12.4 0 -1727698645156 14.8 1 -1727698655387 14.9 2 -1727698665700 14.8 3 -1727698675951 13.6 4 -1727698686202 16.7 5 -1727698696618 15.0 6 -1727698706853 13.7 7 -1727698717101 13.8 8 -1727698727484 14.1 9 -1727698737736 13.0 10 -1727698748138 12.6 11 -1727698758433 12.6 12 -1727698768884 11.3 13 -1727698779126 11.6 14 -1727698789394 11.1 15 -1727698799592 11.8 16 -1727698810631 12.5 17 -1727698820923 12.5 18 -1727698831262 13.9 19 -1727698841498 12.1 20 -1727698851866 12.0 21 -1727698862154 12.1 22 -1727698872429 11.3 23 -1727698882905 11.6 24 -1727698893468 11.3 25 -1727698903791 13.1 26 -1727698914119 11.9 27 -1727698924462 12.8 28 -1727698934840 13.1 29 -1727698945140 12.2 30 -1727698955366 13.5 31 -1727698965639 13.2 32 -1727698975910 12.4 33 diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/metrics/system/gpu_0_utilization_percentage b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/metrics/system/gpu_0_utilization_percentage deleted file mode 100644 index 0d6613e5d423a1c6d7ac8de68602ce5f41595faf..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/metrics/system/gpu_0_utilization_percentage +++ /dev/null @@ -1,34 +0,0 @@ -1727698634821 27.0 0 -1727698645156 16.0 1 -1727698655387 4.0 2 -1727698665700 4.0 3 -1727698675951 6.0 4 -1727698686202 32.0 5 -1727698696618 17.0 6 -1727698706853 11.0 7 -1727698717101 4.0 8 -1727698727484 10.0 9 -1727698737736 17.0 10 -1727698748138 23.0 11 -1727698758433 0.0 12 -1727698768884 8.0 13 -1727698779126 0.0 14 -1727698789394 14.0 15 -1727698799592 16.0 16 -1727698810631 3.0 17 -1727698820923 17.0 18 -1727698831262 11.0 19 -1727698841498 14.0 20 -1727698851866 21.0 21 -1727698862154 15.0 22 -1727698872429 15.0 23 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a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/metrics/system/network_transmit_megabytes b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/metrics/system/network_transmit_megabytes deleted file mode 100644 index 5b3d6df10d231895bbbb8d8bee23dc07e63d9595..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/metrics/system/network_transmit_megabytes +++ /dev/null @@ -1,34 +0,0 @@ -1727698634821 0.0 0 -1727698645156 0.024710999999999927 1 -1727698655387 0.037718000000001695 2 -1727698665700 0.04242200000000196 3 -1727698675951 0.046690000000001675 4 -1727698686202 0.1354190000000024 5 -1727698696618 0.2099960000000003 6 -1727698706853 0.2617450000000012 7 -1727698717101 0.30183600000000155 8 -1727698727484 0.3108890000000031 9 -1727698737736 0.3349460000000022 10 -1727698748138 0.3596900000000005 11 -1727698758433 0.3632460000000002 12 -1727698768884 0.3681739999999998 13 -1727698779126 0.3832940000000029 14 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a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/colsample_bynode +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/colsample_bytree b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/colsample_bytree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/colsample_bytree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/custom_metric b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/custom_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/custom_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/device b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/device deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/device +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/early_stopping_rounds b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/early_stopping_rounds deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/early_stopping_rounds +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/eval_metric b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/eval_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/eval_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/gamma b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/gamma deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/gamma +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/grow_policy b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/grow_policy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/grow_policy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/interaction_constraints b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/interaction_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/interaction_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/learning_rate b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/learning_rate deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/learning_rate +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/max_bin b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/max_bin deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/max_bin +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/max_cat_threshold b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/max_cat_threshold deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/max_cat_threshold +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/max_cat_to_onehot b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/max_cat_to_onehot deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/max_cat_to_onehot +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/max_delta_step b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/max_delta_step deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/max_delta_step +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/max_depth b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/max_depth deleted file mode 100644 index 3e932fe8f188bb6dbcb02afe1306fa6e0b90357b..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/max_depth +++ /dev/null @@ -1 +0,0 @@ -34 \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/max_leaves b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/max_leaves deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/max_leaves +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/maximize b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/maximize deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/maximize +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/min_child_weight b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/min_child_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/min_child_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/monotone_constraints b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/monotone_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/monotone_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/multi_strategy b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/multi_strategy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/multi_strategy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/n_jobs b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/n_jobs deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/n_jobs +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/num_boost_round b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/num_boost_round deleted file mode 100644 index 105d7d9ad3afc7bb78a0dec4d829880831605dfb..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/num_boost_round +++ /dev/null @@ -1 +0,0 @@ -100 \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/num_parallel_tree b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/num_parallel_tree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/num_parallel_tree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/objective b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/objective deleted file mode 100644 index 2f5dba794ce239746ae5a5a58dfb33aa48e7a050..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/objective +++ /dev/null @@ -1 +0,0 @@ -reg:squarederror \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/random_state b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/random_state deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/random_state +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/reg_alpha b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/reg_alpha deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/reg_alpha +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/reg_lambda b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/reg_lambda deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/reg_lambda +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/sampling_method b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/sampling_method deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/sampling_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/scale_pos_weight b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/scale_pos_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/scale_pos_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/subsample b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/subsample deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/subsample +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/tree_method b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/tree_method deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/tree_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/validate_parameters b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/validate_parameters deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/validate_parameters +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/verbose_eval b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/verbose_eval deleted file mode 100644 index 4791ed5559bd77f54e1520025768e2b368705876..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/verbose_eval +++ /dev/null @@ -1 +0,0 @@ -True \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/verbosity b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/verbosity deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/params/verbosity +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/tags/mlflow.autologging b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/tags/mlflow.autologging deleted file mode 100644 index adb4f9840874972f9c580b23aa343d7ca11b3289..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/tags/mlflow.autologging +++ /dev/null @@ -1 +0,0 @@ -xgboost \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/tags/mlflow.log-model.history b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/tags/mlflow.log-model.history deleted file mode 100644 index f357736710ea69e214adba47bdaeb15f3dfcc5c2..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/tags/mlflow.log-model.history +++ /dev/null @@ -1 +0,0 @@ -[{"run_id": "5da5a79d58cf46bb8d6496df6c8bc067", "artifact_path": "model", "utc_time_created": "2024-09-30 12:22:48.833671", "model_uuid": "ccfb5bbaecb042b38a2b828e2165d60f", "flavors": {"python_function": {"loader_module": "mlflow.xgboost", "python_version": "3.11.0", "data": "model.xgb", "env": {"conda": "conda.yaml", "virtualenv": "python_env.yaml"}}, "xgboost": {"xgb_version": "2.1.1", "data": "model.xgb", "model_class": "xgboost.sklearn.XGBRegressor", "model_format": "xgb", "code": null}}}] \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/tags/mlflow.runName b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/tags/mlflow.runName deleted file mode 100644 index 486a3686b7f85c701cdab24143a73cc0a7557649..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/tags/mlflow.runName +++ /dev/null @@ -1 +0,0 @@ -brawny-grouse-593 \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/tags/mlflow.source.git.commit b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/tags/mlflow.source.git.commit deleted file mode 100644 index b9ea510318a74d958a9174bc540d8caf7ea139e5..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/tags/mlflow.source.git.commit +++ /dev/null @@ -1 +0,0 @@ -2e3cee67a062d9b1790ae929ca7415c02604d303 \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/tags/mlflow.source.name b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/tags/mlflow.source.name deleted file mode 100644 index 05ab8fbe0d37e0221faabeda851f917e26390ac7..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/tags/mlflow.source.name +++ /dev/null @@ -1 +0,0 @@ -c:/Users/User/ML4I/air-quality-forecast/air-quality-forecast/model_development.py \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/tags/mlflow.source.type b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/tags/mlflow.source.type deleted file mode 100644 index 0c2c1fe9dc63b7040bb81006635e50fd528f056f..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/tags/mlflow.source.type +++ /dev/null @@ -1 +0,0 @@ -LOCAL \ No newline at end of file diff --git a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/tags/mlflow.user b/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/tags/mlflow.user deleted file mode 100644 index cd0fe7a3dfead13afba6009c6024733ef3a5cdde..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/5da5a79d58cf46bb8d6496df6c8bc067/tags/mlflow.user +++ /dev/null @@ -1 +0,0 @@ -User \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/inputs/9905b507d90af4116f7adeb8f77076e6/meta.yaml b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/inputs/9905b507d90af4116f7adeb8f77076e6/meta.yaml deleted file mode 100644 index 0d23962544e9c5bbff49ce19eead882e54f84310..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/inputs/9905b507d90af4116f7adeb8f77076e6/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: 19d2a1faf215ef44b979bbf135902c21 -destination_type: RUN -source_id: 19d2a1faf215ef44b979bbf135902c21 -source_type: DATASET -tags: - mlflow.data.context: eval diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/inputs/cc625a74e8ad9c7d653b9129bd2c3e0f/meta.yaml b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/inputs/cc625a74e8ad9c7d653b9129bd2c3e0f/meta.yaml deleted file mode 100644 index 0723f98cc08a32c652ef5acce9e4e8384bb6d541..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/inputs/cc625a74e8ad9c7d653b9129bd2c3e0f/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: 48179f7583d906f437293b4ed859818c -destination_type: RUN -source_id: 48179f7583d906f437293b4ed859818c -source_type: DATASET -tags: - mlflow.data.context: train diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/meta.yaml b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/meta.yaml deleted file mode 100644 index c792d9464647a8bdcf18dabd7dd642260d3d0e7a..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/meta.yaml +++ /dev/null @@ -1,15 +0,0 @@ -artifact_uri: mlflow-artifacts:/674375719018272828/613e592c317949abb0b86f18100a354c/artifacts -end_time: 1727642443930 -entry_point_name: '' -experiment_id: '674375719018272828' -lifecycle_stage: active -run_id: 613e592c317949abb0b86f18100a354c -run_name: stately-hound-180 -run_uuid: 613e592c317949abb0b86f18100a354c -source_name: '' -source_type: 4 -source_version: '' -start_time: 1727642381677 -status: 3 -tags: [] -user_id: User diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/cpu_utilization_percentage b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/cpu_utilization_percentage deleted file mode 100644 index 975a5824945dd5f8078cfab736be20d0212807c4..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/cpu_utilization_percentage +++ /dev/null @@ -1,6 +0,0 @@ -1727642391868 90.7 0 -1727642402071 82.9 1 -1727642412263 99.9 2 -1727642422451 99.5 3 -1727642432610 99.9 4 -1727642442874 97.2 5 diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/disk_available_megabytes b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/disk_available_megabytes deleted file mode 100644 index 10ed598970aa8f5ed2731b2b21c49212bec09e69..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/disk_available_megabytes +++ /dev/null @@ -1,6 +0,0 @@ -1727642391868 90945.7 0 -1727642402071 90945.6 1 -1727642412263 90944.6 2 -1727642422451 90945.7 3 -1727642432610 90945.7 4 -1727642442874 90945.7 5 diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/disk_usage_megabytes b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/disk_usage_megabytes deleted file mode 100644 index 1a5fff1ef29ab35b08e962ed23f17387dc52f52b..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/disk_usage_megabytes +++ /dev/null @@ -1,6 +0,0 @@ -1727642391868 420191.4 0 -1727642402071 420191.5 1 -1727642412263 420192.5 2 -1727642422451 420191.4 3 -1727642432610 420191.4 4 -1727642442874 420191.4 5 diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/disk_usage_percentage b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/disk_usage_percentage deleted file mode 100644 index dfbd0bd34a8a0c33c956aa78043f4172e99dda2b..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/disk_usage_percentage +++ /dev/null @@ -1,6 +0,0 @@ -1727642391868 82.2 0 -1727642402071 82.2 1 -1727642412263 82.2 2 -1727642422451 82.2 3 -1727642432610 82.2 4 -1727642442874 82.2 5 diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/gpu_0_memory_usage_megabytes b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/gpu_0_memory_usage_megabytes deleted file mode 100644 index 64b2841473588b45a44d36cdc49318fa7155115f..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/gpu_0_memory_usage_megabytes +++ /dev/null @@ -1,6 +0,0 @@ -1727642391868 291.0 0 -1727642402071 296.2 1 -1727642412263 282.3 2 -1727642422451 290.4 3 -1727642432610 291.6 4 -1727642442874 288.3 5 diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/gpu_0_memory_usage_percentage b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/gpu_0_memory_usage_percentage deleted file mode 100644 index 1bd75480f50e041bdf2b7307c04a82e23a9bc72b..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/gpu_0_memory_usage_percentage +++ /dev/null @@ -1,6 +0,0 @@ -1727642391868 13.6 0 -1727642402071 13.8 1 -1727642412263 13.1 2 -1727642422451 13.5 3 -1727642432610 13.6 4 -1727642442874 13.4 5 diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/gpu_0_utilization_percentage b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/gpu_0_utilization_percentage deleted file mode 100644 index a57d318717b284a9e169571b75d59b512d86e6cb..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/gpu_0_utilization_percentage +++ /dev/null @@ -1,6 +0,0 @@ -1727642391868 4.0 0 -1727642402071 4.0 1 -1727642412263 20.0 2 -1727642422451 9.0 3 -1727642432610 4.0 4 -1727642442874 15.0 5 diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/network_receive_megabytes b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/network_receive_megabytes deleted file mode 100644 index 9531f2d7f017a82b8f4c5acc429bf6fe2797e421..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/network_receive_megabytes +++ /dev/null @@ -1,6 +0,0 @@ -1727642391868 0.0 0 -1727642402071 0.08971199999999158 1 -1727642412263 0.2168969999999888 2 -1727642422451 0.25167600000000334 3 -1727642432610 0.29276400000000535 4 -1727642442874 0.43174700000000144 5 diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/network_transmit_megabytes b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/network_transmit_megabytes deleted file mode 100644 index 00b8cf7b5e87b914b9e69b0c4a16d0a1016a1d27..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/network_transmit_megabytes +++ /dev/null @@ -1,6 +0,0 @@ -1727642391868 0.0 0 -1727642402071 0.01751400000000558 1 -1727642412263 0.04149900000000173 2 -1727642422451 0.04655300000000295 3 -1727642432610 0.060159999999996217 4 -1727642442874 0.09777300000000366 5 diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/system_memory_usage_megabytes b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/system_memory_usage_megabytes deleted file mode 100644 index 53d10f403ed39b694328ebc27e610780cc81cff2..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/system_memory_usage_megabytes +++ /dev/null @@ -1,6 +0,0 @@ -1727642391868 12010.2 0 -1727642402071 12174.4 1 -1727642412263 11973.6 2 -1727642422451 11959.9 3 -1727642432610 11854.7 4 -1727642442874 11725.1 5 diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/system_memory_usage_percentage b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/system_memory_usage_percentage deleted file mode 100644 index fe7920906b3323ad823823b3698666439b6a832b..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/metrics/system/system_memory_usage_percentage +++ /dev/null @@ -1,6 +0,0 @@ -1727642391868 70.7 0 -1727642402071 71.7 1 -1727642412263 70.5 2 -1727642422451 70.4 3 -1727642432610 69.8 4 -1727642442874 69.0 5 diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/base_score b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/base_score deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/base_score +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/booster b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/booster deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/booster +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/colsample_bylevel b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/colsample_bylevel deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/colsample_bylevel +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/colsample_bynode b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/colsample_bynode deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/colsample_bynode +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/colsample_bytree b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/colsample_bytree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/colsample_bytree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/custom_metric b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/custom_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/custom_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/device b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/device deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/device +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/early_stopping_rounds b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/early_stopping_rounds deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/early_stopping_rounds +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/eval_metric b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/eval_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/eval_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/gamma b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/gamma deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/gamma +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/grow_policy b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/grow_policy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/grow_policy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/interaction_constraints b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/interaction_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/interaction_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/learning_rate b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/learning_rate deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/learning_rate +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/max_bin b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/max_bin deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/max_bin +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/max_cat_threshold b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/max_cat_threshold deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/max_cat_threshold +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/max_cat_to_onehot b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/max_cat_to_onehot deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/max_cat_to_onehot +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/max_delta_step b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/max_delta_step deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/max_delta_step +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/max_depth b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/max_depth deleted file mode 100644 index 3e932fe8f188bb6dbcb02afe1306fa6e0b90357b..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/max_depth +++ /dev/null @@ -1 +0,0 @@ -34 \ No newline at 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b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/min_child_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/min_child_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/monotone_constraints b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/monotone_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/monotone_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/multi_strategy b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/multi_strategy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/multi_strategy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/n_jobs b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/n_jobs deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/n_jobs +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/num_boost_round b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/num_boost_round deleted file mode 100644 index 105d7d9ad3afc7bb78a0dec4d829880831605dfb..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/num_boost_round +++ /dev/null @@ -1 +0,0 @@ -100 \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/num_parallel_tree b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/num_parallel_tree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/num_parallel_tree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/objective b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/objective deleted file mode 100644 index 2f5dba794ce239746ae5a5a58dfb33aa48e7a050..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/objective +++ /dev/null @@ -1 +0,0 @@ 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b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/reg_lambda deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/reg_lambda +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/sampling_method b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/sampling_method deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/sampling_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/scale_pos_weight b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/scale_pos_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/scale_pos_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/subsample b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/subsample deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/subsample +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/tree_method b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/tree_method deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/tree_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/validate_parameters b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/validate_parameters deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/validate_parameters +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/verbose_eval b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/verbose_eval deleted file mode 100644 index 4791ed5559bd77f54e1520025768e2b368705876..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/verbose_eval +++ /dev/null @@ -1 +0,0 @@ -True \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/verbosity b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/verbosity deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/params/verbosity +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/tags/mlflow.autologging b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/tags/mlflow.autologging deleted file mode 100644 index adb4f9840874972f9c580b23aa343d7ca11b3289..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/tags/mlflow.autologging +++ /dev/null @@ -1 +0,0 @@ -xgboost \ No newline at end of file diff --git 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a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/tags/mlflow.user b/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/tags/mlflow.user deleted file mode 100644 index cd0fe7a3dfead13afba6009c6024733ef3a5cdde..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/613e592c317949abb0b86f18100a354c/tags/mlflow.user +++ /dev/null @@ -1 +0,0 @@ -User \ No newline at end of file diff --git a/mlruns/674375719018272828/663dc55fee8a4646a5279d1517d3abf6/meta.yaml b/mlruns/674375719018272828/663dc55fee8a4646a5279d1517d3abf6/meta.yaml deleted file mode 100644 index 7fe21293f49b23852a7c04359faf98a506e049ca..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/663dc55fee8a4646a5279d1517d3abf6/meta.yaml +++ /dev/null @@ -1,15 +0,0 @@ -artifact_uri: mlflow-artifacts:/674375719018272828/663dc55fee8a4646a5279d1517d3abf6/artifacts -end_time: 1727702561633 -entry_point_name: '' -experiment_id: '674375719018272828' -lifecycle_stage: active -run_id: 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-1727713306815 83.8 16 -1727713317091 83.8 17 -1727713327385 83.8 18 -1727713337646 83.8 19 -1727713347880 83.8 20 -1727713358131 83.8 21 -1727713368674 83.8 22 -1727713378991 83.8 23 -1727713389316 83.8 24 -1727713399707 83.8 25 -1727713410063 83.8 26 -1727713420517 83.8 27 -1727713430748 83.8 28 -1727713441116 83.8 29 -1727713456271 83.8 30 -1727713466573 83.8 31 -1727713476822 83.8 32 -1727713487460 83.8 33 -1727713497692 83.8 34 -1727713507918 83.8 35 diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/metrics/system/gpu_0_memory_usage_megabytes b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/metrics/system/gpu_0_memory_usage_megabytes deleted file mode 100644 index 4dd3b1bb6102a3659737470050f6a58fb1b35756..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/metrics/system/gpu_0_memory_usage_megabytes +++ /dev/null @@ -1,36 +0,0 @@ -1727713141625 256.6 0 -1727713152031 247.4 1 -1727713162308 259.7 2 -1727713172980 246.6 3 -1727713183550 258.8 4 -1727713193816 235.1 5 -1727713203987 260.1 6 -1727713214314 284.1 7 -1727713224682 254.2 8 -1727713235107 275.6 9 -1727713245289 310.3 10 -1727713255512 295.9 11 -1727713265761 309.7 12 -1727713276077 289.0 13 -1727713286323 296.9 14 -1727713296594 305.2 15 -1727713306815 292.0 16 -1727713317091 309.9 17 -1727713327385 303.6 18 -1727713337646 272.1 19 -1727713347880 252.7 20 -1727713358131 251.4 21 -1727713368674 236.6 22 -1727713378991 245.9 23 -1727713389316 244.0 24 -1727713399707 246.4 25 -1727713410063 231.6 26 -1727713420517 259.1 27 -1727713430748 229.5 28 -1727713441116 259.7 29 -1727713456271 256.3 30 -1727713466573 274.2 31 -1727713476822 229.7 32 -1727713487460 300.5 33 -1727713497692 284.4 34 -1727713507918 316.7 35 diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/metrics/system/gpu_0_memory_usage_percentage b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/metrics/system/gpu_0_memory_usage_percentage deleted file mode 100644 index bce9ec006a5b8b06a1ec6f0ed50470d4f966450a..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/metrics/system/gpu_0_memory_usage_percentage +++ /dev/null @@ -1,36 +0,0 @@ -1727713141625 11.9 0 -1727713152031 11.5 1 -1727713162308 12.1 2 -1727713172980 11.5 3 -1727713183550 12.0 4 -1727713193816 10.9 5 -1727713203987 12.1 6 -1727713214314 13.2 7 -1727713224682 11.8 8 -1727713235107 12.8 9 -1727713245289 14.5 10 -1727713255512 13.8 11 -1727713265761 14.4 12 -1727713276077 13.5 13 -1727713286323 13.8 14 -1727713296594 14.2 15 -1727713306815 13.6 16 -1727713317091 14.4 17 -1727713327385 14.1 18 -1727713337646 12.7 19 -1727713347880 11.8 20 -1727713358131 11.7 21 -1727713368674 11.0 22 -1727713378991 11.5 23 -1727713389316 11.4 24 -1727713399707 11.5 25 -1727713410063 10.8 26 -1727713420517 12.1 27 -1727713430748 10.7 28 -1727713441116 12.1 29 -1727713456271 11.9 30 -1727713466573 12.8 31 -1727713476822 10.7 32 -1727713487460 14.0 33 -1727713497692 13.2 34 -1727713507918 14.7 35 diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/metrics/system/gpu_0_utilization_percentage b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/metrics/system/gpu_0_utilization_percentage deleted file mode 100644 index 4184f926a5d1c254c19be70f008159f1c702bd53..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/metrics/system/gpu_0_utilization_percentage +++ /dev/null @@ -1,36 +0,0 @@ -1727713141625 15.0 0 -1727713152031 14.0 1 -1727713162308 0.0 2 -1727713172980 15.0 3 -1727713183550 6.0 4 -1727713193816 15.0 5 -1727713203987 8.0 6 -1727713214314 6.0 7 -1727713224682 29.0 8 -1727713235107 11.0 9 -1727713245289 16.0 10 -1727713255512 5.0 11 -1727713265761 15.0 12 -1727713276077 4.0 13 -1727713286323 8.0 14 -1727713296594 15.0 15 -1727713306815 9.0 16 -1727713317091 15.0 17 -1727713327385 7.0 18 -1727713337646 12.0 19 -1727713347880 7.0 20 -1727713358131 6.0 21 -1727713368674 5.0 22 -1727713378991 16.0 23 -1727713389316 5.0 24 -1727713399707 16.0 25 -1727713410063 0.0 26 -1727713420517 14.0 27 -1727713430748 15.0 28 -1727713441116 4.0 29 -1727713456271 4.0 30 -1727713466573 4.0 31 -1727713476822 11.0 32 -1727713487460 6.0 33 -1727713497692 6.0 34 -1727713507918 6.0 35 diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/metrics/system/network_receive_megabytes b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/metrics/system/network_receive_megabytes deleted file mode 100644 index eab7561991f11871e3f027e6d0bb6bdd10d2c7d5..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/metrics/system/network_receive_megabytes +++ /dev/null @@ -1,36 +0,0 @@ -1727713141625 9.199999999864872e-05 0 -1727713152031 0.040155999999999636 1 -1727713162308 0.04536600000000135 2 -1727713172980 0.05363700000000193 3 -1727713183550 0.08303100000000185 4 -1727713193816 0.08492400000000089 5 -1727713203987 0.10096100000000163 6 -1727713214314 0.20697799999999944 7 -1727713224682 0.6586719999999993 8 -1727713235107 0.7859809999999996 9 -1727713245289 0.9597660000000019 10 -1727713255512 1.1182949999999998 11 -1727713265761 1.2437369999999994 12 -1727713276077 1.4620740000000012 13 -1727713286323 1.4832870000000007 14 -1727713296594 1.5246940000000002 15 -1727713306815 1.8297109999999996 16 -1727713317091 1.8825380000000003 17 -1727713327385 2.2793789999999987 18 -1727713337646 2.4758999999999993 19 -1727713347880 2.8906080000000003 20 -1727713358131 3.1162729999999996 21 -1727713368674 3.2057350000000007 22 -1727713378991 3.542822000000001 23 -1727713389316 3.931163999999999 24 -1727713399707 3.9948760000000014 25 -1727713410063 4.373615000000001 26 -1727713420517 4.5041769999999985 27 -1727713430748 4.639441999999999 28 -1727713441116 4.729248999999999 29 -1727713456271 4.924671 30 -1727713466573 4.929103999999999 31 -1727713476822 4.944053 32 -1727713487460 4.961328000000002 33 -1727713497692 4.974117 34 -1727713507918 4.9892129999999995 35 diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/metrics/system/network_transmit_megabytes b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/metrics/system/network_transmit_megabytes deleted file mode 100644 index a69bb61365fa39bef04b2c8a3880e26f518df524..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/metrics/system/network_transmit_megabytes +++ /dev/null @@ -1,36 +0,0 @@ -1727713141625 0.0 0 -1727713152031 0.002437999999999718 1 -1727713162308 0.002602999999999689 2 -1727713172980 0.002823000000000242 3 -1727713183550 0.011172000000000182 4 -1727713193816 0.011715999999999838 5 -1727713203987 0.020208999999999477 6 -1727713214314 0.05038199999999993 7 -1727713224682 0.11215900000000012 8 -1727713235107 0.1535169999999999 9 -1727713245289 0.20365300000000008 10 -1727713255512 0.28028799999999965 11 -1727713265761 0.3511730000000002 12 -1727713276077 0.4128400000000001 13 -1727713286323 0.4241140000000003 14 -1727713296594 0.43697499999999945 15 -1727713306815 0.5131639999999997 16 -1727713317091 0.5600529999999999 17 -1727713327385 0.6603630000000003 18 -1727713337646 0.6967369999999997 19 -1727713347880 0.8156470000000002 20 -1727713358131 0.8769270000000002 21 -1727713368674 0.9165450000000002 22 -1727713378991 1.0230059999999996 23 -1727713389316 1.1241219999999998 24 -1727713399707 1.1414270000000002 25 -1727713410063 1.247376 26 -1727713420517 1.2772300000000003 27 -1727713430748 1.317952 28 -1727713441116 1.346737 29 -1727713456271 1.3909570000000002 30 -1727713466573 1.3916339999999998 31 -1727713476822 1.3917989999999998 32 -1727713487460 1.3957689999999996 33 -1727713497692 1.4060160000000002 34 -1727713507918 1.4063879999999997 35 diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/metrics/system/system_memory_usage_megabytes b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/metrics/system/system_memory_usage_megabytes deleted file mode 100644 index 42131064d91631a8345fdb47f9440b5c41618dc9..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/metrics/system/system_memory_usage_megabytes +++ /dev/null @@ -1,36 +0,0 @@ -1727713141625 15714.1 0 -1727713152031 16010.4 1 -1727713162308 16345.3 2 -1727713172980 16301.0 3 -1727713183550 16143.4 4 -1727713193816 16139.6 5 -1727713203987 16069.3 6 -1727713214314 16143.5 7 -1727713224682 16158.1 8 -1727713235107 16270.2 9 -1727713245289 15909.2 10 -1727713255512 15698.6 11 -1727713265761 15595.9 12 -1727713276077 15590.1 13 -1727713286323 15674.9 14 -1727713296594 15526.8 15 -1727713306815 15801.5 16 -1727713317091 15906.8 17 -1727713327385 15925.7 18 -1727713337646 15925.9 19 -1727713347880 15953.6 20 -1727713358131 16161.0 21 -1727713368674 16408.7 22 -1727713378991 16431.9 23 -1727713389316 16442.9 24 -1727713399707 16554.0 25 -1727713410063 16724.2 26 -1727713420517 16606.1 27 -1727713430748 16458.5 28 -1727713441116 16495.2 29 -1727713456271 16701.7 30 -1727713466573 16624.5 31 -1727713476822 16527.3 32 -1727713487460 16459.2 33 -1727713497692 16336.6 34 -1727713507918 16167.3 35 diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/metrics/system/system_memory_usage_percentage b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/metrics/system/system_memory_usage_percentage deleted file mode 100644 index fa0d9f9c35e45f913d7775ec6cde99c2b224b665..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/metrics/system/system_memory_usage_percentage +++ /dev/null @@ -1,36 +0,0 @@ -1727713141625 92.5 0 -1727713152031 94.3 1 -1727713162308 96.2 2 -1727713172980 96.0 3 -1727713183550 95.0 4 -1727713193816 95.0 5 -1727713203987 94.6 6 -1727713214314 95.0 7 -1727713224682 95.1 8 -1727713235107 95.8 9 -1727713245289 93.7 10 -1727713255512 92.4 11 -1727713265761 91.8 12 -1727713276077 91.8 13 -1727713286323 92.3 14 -1727713296594 91.4 15 -1727713306815 93.0 16 -1727713317091 93.7 17 -1727713327385 93.8 18 -1727713337646 93.8 19 -1727713347880 93.9 20 -1727713358131 95.1 21 -1727713368674 96.6 22 -1727713378991 96.7 23 -1727713389316 96.8 24 -1727713399707 97.5 25 -1727713410063 98.5 26 -1727713420517 97.8 27 -1727713430748 96.9 28 -1727713441116 97.1 29 -1727713456271 98.3 30 -1727713466573 97.9 31 -1727713476822 97.3 32 -1727713487460 96.9 33 -1727713497692 96.2 34 -1727713507918 95.2 35 diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/base_score b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/base_score deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/base_score +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/booster b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/booster deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/booster +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/colsample_bylevel b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/colsample_bylevel deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/colsample_bylevel +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/colsample_bynode b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/colsample_bynode deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/colsample_bynode +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/colsample_bytree b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/colsample_bytree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/colsample_bytree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/custom_metric b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/custom_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/custom_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/device b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/device deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/device +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/early_stopping_rounds b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/early_stopping_rounds deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/early_stopping_rounds +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/eval_metric b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/eval_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/eval_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/gamma b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/gamma deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/gamma +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/grow_policy b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/grow_policy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/grow_policy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/interaction_constraints b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/interaction_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/interaction_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/learning_rate b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/learning_rate deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/learning_rate +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/max_bin b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/max_bin deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/max_bin +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/max_cat_threshold b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/max_cat_threshold deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/max_cat_threshold +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/max_cat_to_onehot b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/max_cat_to_onehot deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/max_cat_to_onehot +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/max_delta_step b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/max_delta_step deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/max_delta_step +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/max_depth b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/max_depth deleted file mode 100644 index 3e932fe8f188bb6dbcb02afe1306fa6e0b90357b..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/max_depth +++ /dev/null @@ -1 +0,0 @@ -34 \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/max_leaves b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/max_leaves deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/max_leaves +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/maximize b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/maximize deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/maximize +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/min_child_weight b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/min_child_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/min_child_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/monotone_constraints b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/monotone_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/monotone_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/multi_strategy b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/multi_strategy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/multi_strategy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/n_jobs b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/n_jobs deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/n_jobs +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/num_boost_round b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/num_boost_round deleted file mode 100644 index 105d7d9ad3afc7bb78a0dec4d829880831605dfb..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/num_boost_round +++ /dev/null @@ -1 +0,0 @@ -100 \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/num_parallel_tree b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/num_parallel_tree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/num_parallel_tree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/objective b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/objective deleted file mode 100644 index 2f5dba794ce239746ae5a5a58dfb33aa48e7a050..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/objective +++ /dev/null @@ -1 +0,0 @@ -reg:squarederror \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/random_state b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/random_state deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/random_state +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/reg_alpha b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/reg_alpha deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/reg_alpha +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/reg_lambda b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/reg_lambda deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/reg_lambda +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/sampling_method b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/sampling_method deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/sampling_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/scale_pos_weight b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/scale_pos_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/scale_pos_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/subsample b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/subsample deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/subsample +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/tree_method b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/tree_method deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/tree_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/validate_parameters b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/validate_parameters deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/validate_parameters +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/verbose_eval b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/verbose_eval deleted file mode 100644 index 4791ed5559bd77f54e1520025768e2b368705876..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/verbose_eval +++ /dev/null @@ -1 +0,0 @@ -True \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/verbosity b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/verbosity deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/params/verbosity +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/tags/mlflow.log-model.history b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/tags/mlflow.log-model.history deleted file mode 100644 index 9e80234739bd46083d3244678ba7f1de5d527d4b..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/tags/mlflow.log-model.history +++ /dev/null @@ -1 +0,0 @@ -[{"run_id": "976bcbfebc774af6b12bc6785df91a9c", "artifact_path": "model", "utc_time_created": "2024-09-30 16:25:07.964079", "model_uuid": "95d8f73e972b41e49e2291370f132bd9", "flavors": {"python_function": {"loader_module": "mlflow.xgboost", "python_version": "3.11.0", "data": "model.xgb", "env": {"conda": "conda.yaml", "virtualenv": "python_env.yaml"}}, "xgboost": {"xgb_version": "2.1.1", "data": "model.xgb", "model_class": "xgboost.sklearn.XGBRegressor", "model_format": "xgb", "code": null}}}] \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/tags/mlflow.runName b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/tags/mlflow.runName deleted file mode 100644 index 39c57e5e2445a0b5c78f476020799ebb5c99fb29..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/tags/mlflow.runName +++ /dev/null @@ -1 +0,0 @@ -Bayesian_Optimization_Training_and_Eval \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/tags/mlflow.source.git.commit b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/tags/mlflow.source.git.commit deleted file mode 100644 index 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100644 index 0c2c1fe9dc63b7040bb81006635e50fd528f056f..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/tags/mlflow.source.type +++ /dev/null @@ -1 +0,0 @@ -LOCAL \ No newline at end of file diff --git a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/tags/mlflow.user b/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/tags/mlflow.user deleted file mode 100644 index cd0fe7a3dfead13afba6009c6024733ef3a5cdde..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/976bcbfebc774af6b12bc6785df91a9c/tags/mlflow.user +++ /dev/null @@ -1 +0,0 @@ -User \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/inputs/0b2ca19f1cedc61dc81edd9f4d87aac1/meta.yaml b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/inputs/0b2ca19f1cedc61dc81edd9f4d87aac1/meta.yaml deleted file mode 100644 index 0723f98cc08a32c652ef5acce9e4e8384bb6d541..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/inputs/0b2ca19f1cedc61dc81edd9f4d87aac1/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: 48179f7583d906f437293b4ed859818c -destination_type: RUN -source_id: 48179f7583d906f437293b4ed859818c -source_type: DATASET -tags: - mlflow.data.context: train diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/meta.yaml b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/meta.yaml deleted file mode 100644 index 73a3f0195cee764ca65459a58e8f885be5f033f8..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/meta.yaml +++ /dev/null @@ -1,15 +0,0 @@ -artifact_uri: mlflow-artifacts:/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/artifacts -end_time: null -entry_point_name: '' -experiment_id: '674375719018272828' -lifecycle_stage: active -run_id: 977a23aa01d64c1fba0855b2de9d3283 -run_name: dapper-dolphin-704 -run_uuid: 977a23aa01d64c1fba0855b2de9d3283 -source_name: '' -source_type: 4 -source_version: '' -start_time: 1727641903876 -status: 1 -tags: [] -user_id: User diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/cpu_utilization_percentage b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/cpu_utilization_percentage deleted file mode 100644 index 3e8c3893f6d8338e31b1eb9d3ed4302158c99ee4..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/cpu_utilization_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727641914029 75.3 0 -1727641924184 85.6 1 -1727641934351 99.8 2 -1727641944520 99.5 3 diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/disk_available_megabytes b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/disk_available_megabytes deleted file mode 100644 index 9d35ab771a7857d877f8cbda686e6950c09610a5..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/disk_available_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727641914029 91040.8 0 -1727641924184 91040.8 1 -1727641934351 91040.7 2 -1727641944520 91038.7 3 diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/disk_usage_megabytes b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/disk_usage_megabytes deleted file mode 100644 index 59b7e19e2a03e7605ed0c5d6537ece7acc4a5f75..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/disk_usage_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727641914029 420096.3 0 -1727641924184 420096.3 1 -1727641934351 420096.3 2 -1727641944520 420098.4 3 diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/disk_usage_percentage b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/disk_usage_percentage deleted file mode 100644 index d1d2862fe037d12cc8c248a6e71f3ecece43c8d4..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/disk_usage_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727641914029 82.2 0 -1727641924184 82.2 1 -1727641934351 82.2 2 -1727641944520 82.2 3 diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/gpu_0_memory_usage_megabytes b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/gpu_0_memory_usage_megabytes deleted file mode 100644 index fc9bdb8b524218799d8d1035774424f11e0cc70e..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/gpu_0_memory_usage_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727641914029 224.8 0 -1727641924184 231.9 1 -1727641934351 235.4 2 -1727641944520 256.6 3 diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/gpu_0_memory_usage_percentage b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/gpu_0_memory_usage_percentage deleted file mode 100644 index 26d354de438202d52e63d11b8b89474482d9e560..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/gpu_0_memory_usage_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727641914029 10.5 0 -1727641924184 10.8 1 -1727641934351 11.0 2 -1727641944520 11.9 3 diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/gpu_0_utilization_percentage b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/gpu_0_utilization_percentage deleted file mode 100644 index 84838aad5f6fe8ef7181895337d20d2b03d404a0..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/gpu_0_utilization_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727641914029 17.0 0 -1727641924184 18.0 1 -1727641934351 8.0 2 -1727641944520 16.0 3 diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/network_receive_megabytes b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/network_receive_megabytes deleted file mode 100644 index e8575de5c3c12cf31d4772e76f239ed4f797e18f..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/network_receive_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727641914029 0.0 0 -1727641924184 0.013705000000015843 1 -1727641934351 0.06307200000000535 2 -1727641944520 0.1684020000000146 3 diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/network_transmit_megabytes b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/network_transmit_megabytes deleted file mode 100644 index 0eda0d7546758ea625ba6c02de23e477c3974fec..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/network_transmit_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727641914029 0.0 0 -1727641924184 0.0012020000000063646 1 -1727641934351 0.0115949999999998 2 -1727641944520 0.074151999999998 3 diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/system_memory_usage_megabytes b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/system_memory_usage_megabytes deleted file mode 100644 index 601b3a2c103853225d857fb4452dedc04862457f..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/system_memory_usage_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727641914029 11118.7 0 -1727641924184 11248.8 1 -1727641934351 11128.4 2 -1727641944520 11127.3 3 diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/system_memory_usage_percentage b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/system_memory_usage_percentage deleted file mode 100644 index e83326076834a023a797f6d7b726fe6d195b75a9..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/metrics/system/system_memory_usage_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727641914029 65.5 0 -1727641924184 66.2 1 -1727641934351 65.5 2 -1727641944520 65.5 3 diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/base_score b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/base_score deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/base_score +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/booster b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/booster deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/booster +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/colsample_bylevel b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/colsample_bylevel deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/colsample_bylevel +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/colsample_bynode b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/colsample_bynode deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/colsample_bynode +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/colsample_bytree b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/colsample_bytree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/colsample_bytree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/custom_metric b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/custom_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/custom_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/device b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/device deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/device +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/early_stopping_rounds b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/early_stopping_rounds deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/early_stopping_rounds +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/eval_metric b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/eval_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/eval_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/gamma b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/gamma deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/gamma +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/grow_policy b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/grow_policy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/grow_policy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/interaction_constraints b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/interaction_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/interaction_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/learning_rate b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/learning_rate deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/learning_rate +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/max_bin b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/max_bin deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/max_bin +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/max_cat_threshold b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/max_cat_threshold deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/max_cat_threshold +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/max_cat_to_onehot b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/max_cat_to_onehot deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/max_cat_to_onehot +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/max_delta_step b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/max_delta_step deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/max_delta_step +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/max_depth b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/max_depth deleted file mode 100644 index 3e932fe8f188bb6dbcb02afe1306fa6e0b90357b..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/max_depth +++ /dev/null @@ -1 +0,0 @@ -34 \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/max_leaves b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/max_leaves deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/max_leaves +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/maximize b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/maximize deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/maximize +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/min_child_weight b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/min_child_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/min_child_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/monotone_constraints b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/monotone_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/monotone_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/multi_strategy b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/multi_strategy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/multi_strategy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/n_jobs b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/n_jobs deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/n_jobs +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/num_boost_round b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/num_boost_round deleted file mode 100644 index 105d7d9ad3afc7bb78a0dec4d829880831605dfb..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/num_boost_round +++ /dev/null @@ -1 +0,0 @@ -100 \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/num_parallel_tree b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/num_parallel_tree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/num_parallel_tree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/objective b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/objective deleted file mode 100644 index 2f5dba794ce239746ae5a5a58dfb33aa48e7a050..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/objective +++ /dev/null @@ -1 +0,0 @@ -reg:squarederror \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/random_state b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/random_state deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/random_state +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/reg_alpha b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/reg_alpha deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/reg_alpha +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/reg_lambda b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/reg_lambda deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/reg_lambda +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff 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a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/params/verbosity +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/tags/mlflow.autologging b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/tags/mlflow.autologging deleted file mode 100644 index adb4f9840874972f9c580b23aa343d7ca11b3289..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/tags/mlflow.autologging +++ /dev/null @@ -1 +0,0 @@ -xgboost \ No newline at end of file diff --git a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/tags/mlflow.runName b/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/tags/mlflow.runName deleted file mode 100644 index d1088233e1e633da486e3821780f9018ce2fdeeb..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/977a23aa01d64c1fba0855b2de9d3283/tags/mlflow.runName +++ /dev/null @@ -1 +0,0 @@ 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a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/inputs/7d94c0609b24a292ea8504bfebf9007c/meta.yaml b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/inputs/7d94c0609b24a292ea8504bfebf9007c/meta.yaml deleted file mode 100644 index 0723f98cc08a32c652ef5acce9e4e8384bb6d541..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/inputs/7d94c0609b24a292ea8504bfebf9007c/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: 48179f7583d906f437293b4ed859818c -destination_type: RUN -source_id: 48179f7583d906f437293b4ed859818c -source_type: DATASET -tags: - mlflow.data.context: train diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/meta.yaml b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/meta.yaml deleted file mode 100644 index 0adcd1440f0e1c2bd15639733e996f5ca972810a..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/meta.yaml +++ /dev/null @@ -1,15 +0,0 @@ -artifact_uri: mlflow-artifacts:/674375719018272828/a3321e591531400c9a00f0fe51327369/artifacts -end_time: null -entry_point_name: '' -experiment_id: '674375719018272828' -lifecycle_stage: active -run_id: a3321e591531400c9a00f0fe51327369 -run_name: classy-smelt-812 -run_uuid: a3321e591531400c9a00f0fe51327369 -source_name: '' -source_type: 4 -source_version: '' -start_time: 1727651696629 -status: 1 -tags: [] -user_id: User diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/cpu_utilization_percentage b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/cpu_utilization_percentage deleted file mode 100644 index 916c971426a081403c6c031c3da5cb0394e1878c..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/cpu_utilization_percentage +++ /dev/null @@ -1,7 +0,0 @@ -1727651707475 99.3 0 -1727651717753 100.0 1 -1727651727985 100.0 2 -1727651738201 100.0 3 -1727651748473 100.0 4 -1727651758754 100.0 5 -1727651769049 100.0 6 diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/disk_available_megabytes b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/disk_available_megabytes deleted file mode 100644 index e524ec3d38a4675505c1e6bf7aeec54c8ac69b9d..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/disk_available_megabytes +++ /dev/null @@ -1,7 +0,0 @@ -1727651707475 80295.1 0 -1727651717753 80283.7 1 -1727651727985 80221.8 2 -1727651738201 80216.8 3 -1727651748473 80212.6 4 -1727651758754 80206.5 5 -1727651769049 80199.9 6 diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/disk_usage_megabytes b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/disk_usage_megabytes deleted file mode 100644 index 662c9a4547b1c1d26e43ba8ee84f20fd31d59c1c..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/disk_usage_megabytes +++ /dev/null @@ -1,7 +0,0 @@ -1727651707475 430842.0 0 -1727651717753 430853.4 1 -1727651727985 430915.3 2 -1727651738201 430920.3 3 -1727651748473 430924.5 4 -1727651758754 430930.6 5 -1727651769049 430937.2 6 diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/disk_usage_percentage b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/disk_usage_percentage deleted file mode 100644 index fe277a43de721ca84180548aafccc0e5afc287b5..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/disk_usage_percentage +++ /dev/null @@ -1,7 +0,0 @@ -1727651707475 84.3 0 -1727651717753 84.3 1 -1727651727985 84.3 2 -1727651738201 84.3 3 -1727651748473 84.3 4 -1727651758754 84.3 5 -1727651769049 84.3 6 diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/gpu_0_memory_usage_megabytes b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/gpu_0_memory_usage_megabytes deleted file mode 100644 index ac38b1a896f007769549ddbc9bfafecc3f22d051..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/gpu_0_memory_usage_megabytes +++ /dev/null @@ -1,7 +0,0 @@ -1727651707475 245.6 0 -1727651717753 236.7 1 -1727651727985 241.1 2 -1727651738201 237.2 3 -1727651748473 265.5 4 -1727651758754 262.5 5 -1727651769049 270.8 6 diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/gpu_0_memory_usage_percentage b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/gpu_0_memory_usage_percentage deleted file mode 100644 index 3a8b7fdd9aa109a085a0a712662dc25db36b8cf2..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/gpu_0_memory_usage_percentage +++ /dev/null @@ -1,7 +0,0 @@ -1727651707475 11.4 0 -1727651717753 11.0 1 -1727651727985 11.2 2 -1727651738201 11.0 3 -1727651748473 12.4 4 -1727651758754 12.2 5 -1727651769049 12.6 6 diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/gpu_0_utilization_percentage b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/gpu_0_utilization_percentage deleted file mode 100644 index 3e7d317897739aeb00eef4bdf5ff87ac88d68979..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/gpu_0_utilization_percentage +++ /dev/null @@ -1,7 +0,0 @@ -1727651707475 13.0 0 -1727651717753 30.0 1 -1727651727985 13.0 2 -1727651738201 26.0 3 -1727651748473 12.0 4 -1727651758754 0.0 5 -1727651769049 14.0 6 diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/network_receive_megabytes b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/network_receive_megabytes deleted file mode 100644 index 078c0b2679c963f957add95a9e1a19603e904c4f..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/network_receive_megabytes +++ /dev/null @@ -1,7 +0,0 @@ -1727651707475 0.0 0 -1727651717753 0.009882999999945241 1 -1727651727985 0.013521000000082495 2 -1727651738201 0.025894000000107553 3 -1727651748473 0.03249299999993127 4 -1727651758754 0.05889799999999923 5 -1727651769049 0.061146000000007916 6 diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/network_transmit_megabytes b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/network_transmit_megabytes deleted file mode 100644 index 75dbcf35dcc9b0a67871fb208c4ee981567b0459..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/network_transmit_megabytes +++ /dev/null @@ -1,7 +0,0 @@ -1727651707475 0.0 0 -1727651717753 0.00359600000001592 1 -1727651727985 0.004592999999999847 2 -1727651738201 0.014270000000010441 3 -1727651748473 0.016960000000011632 4 -1727651758754 0.03867999999999938 5 -1727651769049 0.04510700000000156 6 diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/system_memory_usage_megabytes b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/system_memory_usage_megabytes deleted file mode 100644 index 4f335cabb01524e15d3b9c02e9f01b3718f6077b..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/system_memory_usage_megabytes +++ /dev/null @@ -1,7 +0,0 @@ -1727651707475 15171.4 0 -1727651717753 15292.4 1 -1727651727985 15393.8 2 -1727651738201 15387.9 3 -1727651748473 15436.3 4 -1727651758754 15583.2 5 -1727651769049 15534.3 6 diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/system_memory_usage_percentage b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/system_memory_usage_percentage deleted file mode 100644 index 023ab2bd55d36762e9acba5f940d7575b5985660..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/metrics/system/system_memory_usage_percentage +++ /dev/null @@ -1,7 +0,0 @@ -1727651707475 89.3 0 -1727651717753 90.0 1 -1727651727985 90.6 2 -1727651738201 90.6 3 -1727651748473 90.9 4 -1727651758754 91.7 5 -1727651769049 91.5 6 diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/base_score b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/base_score deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/base_score +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/booster b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/booster deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/booster +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/colsample_bylevel b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/colsample_bylevel deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/colsample_bylevel +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/colsample_bynode b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/colsample_bynode deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/colsample_bynode +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/colsample_bytree b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/colsample_bytree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/colsample_bytree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/custom_metric b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/custom_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/custom_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/device b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/device deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/device +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/early_stopping_rounds b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/early_stopping_rounds deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/early_stopping_rounds +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/eval_metric b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/eval_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/eval_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/gamma b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/gamma deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/gamma +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/grow_policy b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/grow_policy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/grow_policy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/interaction_constraints b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/interaction_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/interaction_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/learning_rate b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/learning_rate deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/learning_rate +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/max_bin b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/max_bin deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/max_bin +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/max_cat_threshold b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/max_cat_threshold deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/max_cat_threshold +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/max_cat_to_onehot b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/max_cat_to_onehot deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/max_cat_to_onehot +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/max_delta_step b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/max_delta_step deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/max_delta_step +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/max_depth b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/max_depth deleted file mode 100644 index 3e932fe8f188bb6dbcb02afe1306fa6e0b90357b..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/max_depth +++ /dev/null @@ -1 +0,0 @@ -34 \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/max_leaves b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/max_leaves deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/max_leaves +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/maximize b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/maximize deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/maximize +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/min_child_weight b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/min_child_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/min_child_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/monotone_constraints b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/monotone_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/monotone_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/multi_strategy b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/multi_strategy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/multi_strategy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/n_jobs b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/n_jobs deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/n_jobs +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/num_boost_round b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/num_boost_round deleted file mode 100644 index 105d7d9ad3afc7bb78a0dec4d829880831605dfb..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/num_boost_round +++ /dev/null @@ -1 +0,0 @@ -100 \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/num_parallel_tree b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/num_parallel_tree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/num_parallel_tree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/objective b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/objective deleted file mode 100644 index 2f5dba794ce239746ae5a5a58dfb33aa48e7a050..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/objective +++ /dev/null @@ -1 +0,0 @@ -reg:squarederror \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/random_state b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/random_state deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/random_state +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/reg_alpha b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/reg_alpha deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/reg_alpha +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/reg_lambda b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/reg_lambda deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/reg_lambda +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/sampling_method b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/sampling_method deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/sampling_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/scale_pos_weight b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/scale_pos_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/scale_pos_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/subsample b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/subsample deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/subsample +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/tree_method b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/tree_method deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/tree_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/validate_parameters b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/validate_parameters deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/validate_parameters +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/verbose_eval b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/verbose_eval deleted file mode 100644 index 4791ed5559bd77f54e1520025768e2b368705876..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/verbose_eval +++ /dev/null @@ -1 +0,0 @@ -True \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/verbosity b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/verbosity deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/params/verbosity +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/tags/mlflow.autologging b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/tags/mlflow.autologging deleted file mode 100644 index adb4f9840874972f9c580b23aa343d7ca11b3289..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/tags/mlflow.autologging +++ /dev/null @@ -1 +0,0 @@ -xgboost \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/tags/mlflow.runName b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/tags/mlflow.runName deleted file mode 100644 index a7f87b6b7f41bf69265330f9af2bea52dd9d0ccf..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/tags/mlflow.runName +++ /dev/null @@ -1 +0,0 @@ -classy-smelt-812 \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/tags/mlflow.source.git.commit b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/tags/mlflow.source.git.commit deleted file mode 100644 index b9ea510318a74d958a9174bc540d8caf7ea139e5..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/tags/mlflow.source.git.commit +++ /dev/null @@ -1 +0,0 @@ -2e3cee67a062d9b1790ae929ca7415c02604d303 \ No newline at end of file diff --git a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/tags/mlflow.source.name b/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/tags/mlflow.source.name deleted file mode 100644 index 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cd0fe7a3dfead13afba6009c6024733ef3a5cdde..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/a3321e591531400c9a00f0fe51327369/tags/mlflow.user +++ /dev/null @@ -1 +0,0 @@ -User \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/inputs/b48cfb5e23ddb84598046ed85b4350de/meta.yaml b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/inputs/b48cfb5e23ddb84598046ed85b4350de/meta.yaml deleted file mode 100644 index 0d23962544e9c5bbff49ce19eead882e54f84310..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/inputs/b48cfb5e23ddb84598046ed85b4350de/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: 19d2a1faf215ef44b979bbf135902c21 -destination_type: RUN -source_id: 19d2a1faf215ef44b979bbf135902c21 -source_type: DATASET -tags: - mlflow.data.context: eval diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/inputs/f920d32cdc33cb5c102edba9ac827a20/meta.yaml b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/inputs/f920d32cdc33cb5c102edba9ac827a20/meta.yaml deleted file mode 100644 index 0723f98cc08a32c652ef5acce9e4e8384bb6d541..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/inputs/f920d32cdc33cb5c102edba9ac827a20/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: 48179f7583d906f437293b4ed859818c -destination_type: RUN -source_id: 48179f7583d906f437293b4ed859818c -source_type: DATASET -tags: - mlflow.data.context: train diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/meta.yaml b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/meta.yaml deleted file mode 100644 index e9e9d2ed4a62d64ecf237f645ad23e1d6031a5dd..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/meta.yaml +++ /dev/null @@ -1,15 +0,0 @@ -artifact_uri: mlflow-artifacts:/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/artifacts -end_time: 1727696560327 -entry_point_name: '' -experiment_id: '674375719018272828' -lifecycle_stage: active -run_id: accdc880bb474188a8274ccfb0cf0d66 -run_name: inquisitive-asp-539 -run_uuid: accdc880bb474188a8274ccfb0cf0d66 -source_name: '' -source_type: 4 -source_version: '' -start_time: 1727696450171 -status: 3 -tags: [] -user_id: User diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/cpu_utilization_percentage b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/cpu_utilization_percentage deleted file mode 100644 index 3fa5bc0229d38b210cfa0807eaf9e73fc46f2a27..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/cpu_utilization_percentage +++ /dev/null @@ -1,10 +0,0 @@ -1727696460465 91.6 0 -1727696470681 93.7 1 -1727696480913 99.9 2 -1727696491204 100.0 3 -1727696501458 100.0 4 -1727696511749 100.0 5 -1727696522112 100.0 6 -1727696532331 100.0 7 -1727696542559 100.0 8 -1727696552800 100.0 9 diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/disk_available_megabytes b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/disk_available_megabytes deleted file mode 100644 index cf17ec3dccda9b4773b297be7d4514dc97f1ba1f..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/disk_available_megabytes +++ /dev/null @@ -1,10 +0,0 @@ -1727696460465 83381.3 0 -1727696470681 83381.3 1 -1727696480913 83381.3 2 -1727696491204 83379.7 3 -1727696501458 83379.7 4 -1727696511749 83379.6 5 -1727696522112 83377.9 6 -1727696532331 83375.4 7 -1727696542559 83375.3 8 -1727696552800 83375.2 9 diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/disk_usage_megabytes b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/disk_usage_megabytes deleted file mode 100644 index 681d312408a5de091c4cad54d2f5123cbf3e29d6..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/disk_usage_megabytes +++ /dev/null @@ -1,10 +0,0 @@ -1727696460465 427755.8 0 -1727696470681 427755.8 1 -1727696480913 427755.8 2 -1727696491204 427757.4 3 -1727696501458 427757.4 4 -1727696511749 427757.5 5 -1727696522112 427759.2 6 -1727696532331 427761.7 7 -1727696542559 427761.8 8 -1727696552800 427761.9 9 diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/disk_usage_percentage b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/disk_usage_percentage deleted file mode 100644 index 4c87fe6b55998db9310d68bb60c27f0c849d2def..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/disk_usage_percentage +++ /dev/null @@ -1,10 +0,0 @@ -1727696460465 83.7 0 -1727696470681 83.7 1 -1727696480913 83.7 2 -1727696491204 83.7 3 -1727696501458 83.7 4 -1727696511749 83.7 5 -1727696522112 83.7 6 -1727696532331 83.7 7 -1727696542559 83.7 8 -1727696552800 83.7 9 diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/gpu_0_memory_usage_megabytes b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/gpu_0_memory_usage_megabytes deleted file mode 100644 index 4901fc51ff48a589875789b1b80068566a14e8af..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/gpu_0_memory_usage_megabytes +++ /dev/null @@ -1,10 +0,0 @@ -1727696460465 279.0 0 -1727696470681 284.3 1 -1727696480913 313.7 2 -1727696491204 244.7 3 -1727696501458 286.8 4 -1727696511749 283.1 5 -1727696522112 301.2 6 -1727696532331 303.3 7 -1727696542559 297.1 8 -1727696552800 255.6 9 diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/gpu_0_memory_usage_percentage b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/gpu_0_memory_usage_percentage deleted file mode 100644 index fac5706cd9895eec348f12189aa268eba2badf97..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/gpu_0_memory_usage_percentage +++ /dev/null @@ -1,10 +0,0 @@ -1727696460465 13.0 0 -1727696470681 13.2 1 -1727696480913 14.6 2 -1727696491204 11.4 3 -1727696501458 13.4 4 -1727696511749 13.2 5 -1727696522112 14.0 6 -1727696532331 14.1 7 -1727696542559 13.8 8 -1727696552800 11.9 9 diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/gpu_0_utilization_percentage b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/gpu_0_utilization_percentage deleted file mode 100644 index e87a15ccd292b197a9c227b1642081bca289c0e1..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/gpu_0_utilization_percentage +++ /dev/null @@ -1,10 +0,0 @@ -1727696460465 23.0 0 -1727696470681 6.0 1 -1727696480913 6.0 2 -1727696491204 11.0 3 -1727696501458 11.0 4 -1727696511749 10.0 5 -1727696522112 5.0 6 -1727696532331 8.0 7 -1727696542559 8.0 8 -1727696552800 22.0 9 diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/network_receive_megabytes b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/network_receive_megabytes deleted file mode 100644 index 6b1b340a9962f935b0b88f21dc13f36f2995049f..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/network_receive_megabytes +++ /dev/null @@ -1,10 +0,0 @@ -1727696460465 0.0 0 -1727696470681 0.006286999999929321 1 -1727696480913 0.012182999999936328 2 -1727696491204 0.044549999999958345 3 -1727696501458 0.059992999999963104 4 -1727696511749 0.06093399999997473 5 -1727696522112 0.11992099999997663 6 -1727696532331 0.39477799999997387 7 -1727696542559 0.3968249999999216 8 -1727696552800 0.42557399999998324 9 diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/network_transmit_megabytes b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/network_transmit_megabytes deleted file mode 100644 index db42128ed9ab92136a51e24d76953ca229373ad4..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/network_transmit_megabytes +++ /dev/null @@ -1,10 +0,0 @@ -1727696460465 0.0 0 -1727696470681 0.009349999999999525 1 -1727696480913 0.012966999999999729 2 -1727696491204 0.039030999999999594 3 -1727696501458 0.0562579999999997 4 -1727696511749 0.05680200000000113 5 -1727696522112 0.06982299999999952 6 -1727696532331 0.10099500000000106 7 -1727696542559 0.10210700000000017 8 -1727696552800 0.12786600000000092 9 diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/system_memory_usage_megabytes b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/system_memory_usage_megabytes deleted file mode 100644 index a960446e06b4399012d6346ecf73a06f43f8f07e..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/system_memory_usage_megabytes +++ /dev/null @@ -1,10 +0,0 @@ -1727696460465 14677.6 0 -1727696470681 14809.3 1 -1727696480913 14835.7 2 -1727696491204 15065.3 3 -1727696501458 15198.4 4 -1727696511749 15292.6 5 -1727696522112 15456.3 6 -1727696532331 15458.8 7 -1727696542559 15471.2 8 -1727696552800 15144.9 9 diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/system_memory_usage_percentage b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/system_memory_usage_percentage deleted file mode 100644 index 9bf2df8513aea0e5e71b343cac932e60c8ca02cf..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/metrics/system/system_memory_usage_percentage +++ /dev/null @@ -1,10 +0,0 @@ -1727696460465 86.4 0 -1727696470681 87.2 1 -1727696480913 87.3 2 -1727696491204 88.7 3 -1727696501458 89.5 4 -1727696511749 90.0 5 -1727696522112 91.0 6 -1727696532331 91.0 7 -1727696542559 91.1 8 -1727696552800 89.2 9 diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/base_score b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/base_score deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/base_score +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/booster b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/booster deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/booster +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/colsample_bylevel b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/colsample_bylevel deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/colsample_bylevel +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/colsample_bynode b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/colsample_bynode deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/colsample_bynode +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/colsample_bytree b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/colsample_bytree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/colsample_bytree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/custom_metric b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/custom_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/custom_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/device b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/device deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/device +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/early_stopping_rounds b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/early_stopping_rounds deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/early_stopping_rounds +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/eval_metric b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/eval_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/eval_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/gamma b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/gamma deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/gamma +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/grow_policy b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/grow_policy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/grow_policy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/interaction_constraints b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/interaction_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/interaction_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/learning_rate b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/learning_rate deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/learning_rate +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/max_bin b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/max_bin deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/max_bin +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/max_cat_threshold b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/max_cat_threshold deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/max_cat_threshold +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/max_cat_to_onehot b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/max_cat_to_onehot deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/max_cat_to_onehot +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/max_delta_step b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/max_delta_step deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/max_delta_step +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/max_depth b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/max_depth deleted file mode 100644 index 3e932fe8f188bb6dbcb02afe1306fa6e0b90357b..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/max_depth +++ /dev/null @@ -1 +0,0 @@ -34 \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/max_leaves b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/max_leaves deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/max_leaves +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/maximize b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/maximize deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/maximize +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/min_child_weight b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/min_child_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/min_child_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/monotone_constraints b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/monotone_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/monotone_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/multi_strategy b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/multi_strategy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/multi_strategy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/n_jobs b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/n_jobs deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/n_jobs +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/num_boost_round b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/num_boost_round deleted file mode 100644 index 105d7d9ad3afc7bb78a0dec4d829880831605dfb..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/num_boost_round +++ /dev/null @@ -1 +0,0 @@ -100 \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/num_parallel_tree b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/num_parallel_tree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/num_parallel_tree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/objective b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/objective deleted file mode 100644 index 2f5dba794ce239746ae5a5a58dfb33aa48e7a050..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/objective +++ /dev/null @@ -1 +0,0 @@ -reg:squarederror \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/random_state b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/random_state deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/random_state +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/reg_alpha b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/reg_alpha deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/reg_alpha +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/reg_lambda b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/reg_lambda deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/reg_lambda +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/sampling_method b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/sampling_method deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/sampling_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/scale_pos_weight b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/scale_pos_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/scale_pos_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/subsample b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/subsample deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/subsample +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/tree_method b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/tree_method deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/tree_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/validate_parameters b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/validate_parameters deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/validate_parameters +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/verbose_eval b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/verbose_eval deleted file mode 100644 index 4791ed5559bd77f54e1520025768e2b368705876..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/verbose_eval +++ /dev/null @@ -1 +0,0 @@ -True \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/verbosity b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/verbosity deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/params/verbosity +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/tags/mlflow.autologging b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/tags/mlflow.autologging deleted file mode 100644 index adb4f9840874972f9c580b23aa343d7ca11b3289..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/tags/mlflow.autologging +++ /dev/null @@ -1 +0,0 @@ -xgboost \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/tags/mlflow.log-model.history b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/tags/mlflow.log-model.history deleted file mode 100644 index ea9bd5895fbf402c1786b8e4d9192d7feb952567..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/tags/mlflow.log-model.history +++ /dev/null @@ -1 +0,0 @@ -[{"run_id": "accdc880bb474188a8274ccfb0cf0d66", "artifact_path": "model", "utc_time_created": "2024-09-30 11:42:28.142214", "model_uuid": "e6fbedea3ece4da9ad5612e8efaf58b3", "flavors": {"python_function": {"loader_module": "mlflow.xgboost", "python_version": "3.11.0", "data": "model.xgb", "env": {"conda": "conda.yaml", "virtualenv": "python_env.yaml"}}, "xgboost": {"xgb_version": "2.1.1", "data": "model.xgb", "model_class": "xgboost.sklearn.XGBRegressor", "model_format": "xgb", "code": null}}}] \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/tags/mlflow.runName b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/tags/mlflow.runName deleted file mode 100644 index 292412eb64db6baf21425e391a7e47861d3d8ca0..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/tags/mlflow.runName +++ /dev/null @@ -1 +0,0 @@ -inquisitive-asp-539 \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/tags/mlflow.source.git.commit b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/tags/mlflow.source.git.commit deleted file mode 100644 index b9ea510318a74d958a9174bc540d8caf7ea139e5..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/tags/mlflow.source.git.commit +++ /dev/null @@ -1 +0,0 @@ -2e3cee67a062d9b1790ae929ca7415c02604d303 \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/tags/mlflow.source.name b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/tags/mlflow.source.name deleted file mode 100644 index 05ab8fbe0d37e0221faabeda851f917e26390ac7..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/tags/mlflow.source.name +++ /dev/null @@ -1 +0,0 @@ -c:/Users/User/ML4I/air-quality-forecast/air-quality-forecast/model_development.py \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/tags/mlflow.source.type b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/tags/mlflow.source.type deleted file mode 100644 index 0c2c1fe9dc63b7040bb81006635e50fd528f056f..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/tags/mlflow.source.type +++ /dev/null @@ -1 +0,0 @@ -LOCAL \ No newline at end of file diff --git a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/tags/mlflow.user b/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/tags/mlflow.user deleted file mode 100644 index cd0fe7a3dfead13afba6009c6024733ef3a5cdde..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/accdc880bb474188a8274ccfb0cf0d66/tags/mlflow.user +++ /dev/null @@ -1 +0,0 @@ -User \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/inputs/3c4c588b0178083d1bfe7bf2faa77dbc/meta.yaml b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/inputs/3c4c588b0178083d1bfe7bf2faa77dbc/meta.yaml deleted file mode 100644 index 0723f98cc08a32c652ef5acce9e4e8384bb6d541..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/inputs/3c4c588b0178083d1bfe7bf2faa77dbc/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: 48179f7583d906f437293b4ed859818c -destination_type: RUN -source_id: 48179f7583d906f437293b4ed859818c -source_type: DATASET -tags: - mlflow.data.context: train diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/inputs/9fd37df9d73e9b534aa46c3b2ff01e9e/meta.yaml b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/inputs/9fd37df9d73e9b534aa46c3b2ff01e9e/meta.yaml deleted file mode 100644 index 0d23962544e9c5bbff49ce19eead882e54f84310..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/inputs/9fd37df9d73e9b534aa46c3b2ff01e9e/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: 19d2a1faf215ef44b979bbf135902c21 -destination_type: RUN -source_id: 19d2a1faf215ef44b979bbf135902c21 -source_type: DATASET -tags: - mlflow.data.context: eval diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/meta.yaml b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/meta.yaml deleted file mode 100644 index 4ae0930db5617627284fec1bdffd774928c938a7..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/meta.yaml +++ /dev/null @@ -1,15 +0,0 @@ -artifact_uri: mlflow-artifacts:/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/artifacts -end_time: 1727647645166 -entry_point_name: '' -experiment_id: '674375719018272828' -lifecycle_stage: active -run_id: cd9988d7e06c48de83346b5b74c4bb2b -run_name: languid-conch-979 -run_uuid: cd9988d7e06c48de83346b5b74c4bb2b -source_name: '' -source_type: 4 -source_version: '' -start_time: 1727647551952 -status: 3 -tags: [] -user_id: User diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/cpu_utilization_percentage b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/cpu_utilization_percentage deleted file mode 100644 index 981e312f69722c7cc02cbd6417b9aa4df1128892..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/cpu_utilization_percentage +++ /dev/null @@ -1,9 +0,0 @@ -1727647562199 81.1 0 -1727647572431 88.0 1 -1727647582657 99.6 2 -1727647592990 99.9 3 -1727647603255 99.9 4 -1727647613503 100.0 5 -1727647623806 100.0 6 -1727647634061 100.0 7 -1727647644211 100.0 8 diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/disk_available_megabytes b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/disk_available_megabytes deleted file mode 100644 index e5a921389d762cae4a4cf4fd93d64d1af89184e8..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/disk_available_megabytes +++ /dev/null @@ -1,9 +0,0 @@ -1727647562199 91065.3 0 -1727647572431 91059.3 1 -1727647582657 91045.8 2 -1727647592990 91045.0 3 -1727647603255 91003.8 4 -1727647613503 91125.6 5 -1727647623806 91025.6 6 -1727647634061 91026.2 7 -1727647644211 91022.2 8 diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/disk_usage_megabytes b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/disk_usage_megabytes deleted file mode 100644 index 3edbcbc489511806c1fb67e51c4f01e5dd05a67a..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/disk_usage_megabytes +++ /dev/null @@ -1,9 +0,0 @@ -1727647562199 420071.8 0 -1727647572431 420077.8 1 -1727647582657 420091.3 2 -1727647592990 420092.1 3 -1727647603255 420133.3 4 -1727647613503 420011.5 5 -1727647623806 420111.5 6 -1727647634061 420110.9 7 -1727647644211 420114.9 8 diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/disk_usage_percentage b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/disk_usage_percentage deleted file mode 100644 index 13dbefc6084f4dd42ca4d86878a1e8882dbd09db..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/disk_usage_percentage +++ /dev/null @@ -1,9 +0,0 @@ -1727647562199 82.2 0 -1727647572431 82.2 1 -1727647582657 82.2 2 -1727647592990 82.2 3 -1727647603255 82.2 4 -1727647613503 82.2 5 -1727647623806 82.2 6 -1727647634061 82.2 7 -1727647644211 82.2 8 diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/gpu_0_memory_usage_megabytes b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/gpu_0_memory_usage_megabytes deleted file mode 100644 index e97121b40aee920612179e6481674bcfb7246c25..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/gpu_0_memory_usage_megabytes +++ /dev/null @@ -1,9 +0,0 @@ -1727647562199 351.3 0 -1727647572431 450.1 1 -1727647582657 422.5 2 -1727647592990 437.3 3 -1727647603255 424.7 4 -1727647613503 461.9 5 -1727647623806 399.1 6 -1727647634061 406.3 7 -1727647644211 416.4 8 diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/gpu_0_memory_usage_percentage b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/gpu_0_memory_usage_percentage deleted file mode 100644 index f30aa30cbed15753e8a5a67f404873ee84a92dc4..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/gpu_0_memory_usage_percentage +++ /dev/null @@ -1,9 +0,0 @@ -1727647562199 16.4 0 -1727647572431 21.0 1 -1727647582657 19.7 2 -1727647592990 20.4 3 -1727647603255 19.8 4 -1727647613503 21.5 5 -1727647623806 18.6 6 -1727647634061 18.9 7 -1727647644211 19.4 8 diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/gpu_0_utilization_percentage b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/gpu_0_utilization_percentage deleted file mode 100644 index 2420f36c79ba71f1cbf77930a8c6ed8e65f3463b..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/gpu_0_utilization_percentage +++ /dev/null @@ -1,9 +0,0 @@ -1727647562199 9.0 0 -1727647572431 2.0 1 -1727647582657 8.0 2 -1727647592990 3.0 3 -1727647603255 19.0 4 -1727647613503 9.0 5 -1727647623806 6.0 6 -1727647634061 9.0 7 -1727647644211 1.0 8 diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/network_receive_megabytes b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/network_receive_megabytes deleted file mode 100644 index df087d36ce50067916910c731a38622735149053..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/network_receive_megabytes +++ /dev/null @@ -1,9 +0,0 @@ -1727647562199 0.0 0 -1727647572431 0.3403069999999957 1 -1727647582657 1.26567399999999 2 -1727647592990 2.880952999999977 3 -1727647603255 3.0457079999999905 4 -1727647613503 3.061493999999982 5 -1727647623806 3.2564009999999826 6 -1727647634061 3.324202999999983 7 -1727647644211 3.3770489999999995 8 diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/network_transmit_megabytes b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/network_transmit_megabytes deleted file mode 100644 index 12b8cf36075e062d9a618fabd4b842455d25a277..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/network_transmit_megabytes +++ /dev/null @@ -1,9 +0,0 @@ -1727647562199 0.0 0 -1727647572431 0.12769200000001035 1 -1727647582657 0.3151289999999989 2 -1727647592990 0.4903630000000021 3 -1727647603255 0.6044660000000022 4 -1727647613503 0.6230680000000035 5 -1727647623806 0.6578860000000049 6 -1727647634061 0.6631739999999979 7 -1727647644211 0.68316200000001 8 diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/system_memory_usage_megabytes b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/system_memory_usage_megabytes deleted file mode 100644 index 38869582b6efc1243fc9f98bece213622e0705ee..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/system_memory_usage_megabytes +++ /dev/null @@ -1,9 +0,0 @@ -1727647562199 11657.0 0 -1727647572431 12079.5 1 -1727647582657 12505.4 2 -1727647592990 13381.3 3 -1727647603255 13740.0 4 -1727647613503 14113.6 5 -1727647623806 13975.5 6 -1727647634061 14929.9 7 -1727647644211 15127.8 8 diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/system_memory_usage_percentage b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/system_memory_usage_percentage deleted file mode 100644 index 3eda3b91fb763c1a879abaa781f9c9945af963ff..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/metrics/system/system_memory_usage_percentage +++ /dev/null @@ -1,9 +0,0 @@ -1727647562199 68.6 0 -1727647572431 71.1 1 -1727647582657 73.6 2 -1727647592990 78.8 3 -1727647603255 80.9 4 -1727647613503 83.1 5 -1727647623806 82.3 6 -1727647634061 87.9 7 -1727647644211 89.1 8 diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/base_score b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/base_score deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/base_score +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/booster b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/booster deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/booster +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/colsample_bylevel b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/colsample_bylevel deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/colsample_bylevel +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/colsample_bynode b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/colsample_bynode deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/colsample_bynode +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/colsample_bytree b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/colsample_bytree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/colsample_bytree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/custom_metric b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/custom_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/custom_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/device b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/device deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/device +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/early_stopping_rounds b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/early_stopping_rounds deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/early_stopping_rounds +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/eval_metric b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/eval_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/eval_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/gamma b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/gamma deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/gamma +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/grow_policy b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/grow_policy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/grow_policy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/interaction_constraints b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/interaction_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/interaction_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/learning_rate b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/learning_rate deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/learning_rate +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/max_bin b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/max_bin deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/max_bin +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/max_cat_threshold b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/max_cat_threshold deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/max_cat_threshold +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/max_cat_to_onehot b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/max_cat_to_onehot deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/max_cat_to_onehot +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/max_delta_step b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/max_delta_step deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/max_delta_step +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/max_depth b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/max_depth deleted file mode 100644 index 3e932fe8f188bb6dbcb02afe1306fa6e0b90357b..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/max_depth +++ /dev/null @@ -1 +0,0 @@ -34 \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/max_leaves b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/max_leaves deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/max_leaves +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/maximize b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/maximize deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/maximize +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/min_child_weight b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/min_child_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/min_child_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/monotone_constraints b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/monotone_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/monotone_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/multi_strategy b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/multi_strategy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/multi_strategy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/n_jobs b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/n_jobs deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/n_jobs +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/num_boost_round b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/num_boost_round deleted file mode 100644 index 105d7d9ad3afc7bb78a0dec4d829880831605dfb..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/num_boost_round +++ /dev/null @@ -1 +0,0 @@ -100 \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/num_parallel_tree b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/num_parallel_tree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/num_parallel_tree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/objective b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/objective deleted file mode 100644 index 2f5dba794ce239746ae5a5a58dfb33aa48e7a050..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/objective +++ /dev/null @@ -1 +0,0 @@ -reg:squarederror \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/random_state b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/random_state deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/random_state +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/reg_alpha b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/reg_alpha deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/reg_alpha +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/reg_lambda b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/reg_lambda deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/reg_lambda +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/sampling_method b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/sampling_method deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/sampling_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/scale_pos_weight b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/scale_pos_weight deleted file mode 100644 index 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a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/tree_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/validate_parameters b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/validate_parameters deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/validate_parameters +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/verbose_eval b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/verbose_eval deleted file mode 100644 index 4791ed5559bd77f54e1520025768e2b368705876..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/verbose_eval +++ /dev/null @@ -1 +0,0 @@ -True \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/verbosity b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/verbosity deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/params/verbosity +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/tags/mlflow.autologging b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/tags/mlflow.autologging deleted file mode 100644 index adb4f9840874972f9c580b23aa343d7ca11b3289..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/tags/mlflow.autologging +++ /dev/null @@ -1 +0,0 @@ -xgboost \ No newline at end of file diff --git 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a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/tags/mlflow.source.name b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/tags/mlflow.source.name deleted file mode 100644 index 05ab8fbe0d37e0221faabeda851f917e26390ac7..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/tags/mlflow.source.name +++ /dev/null @@ -1 +0,0 @@ -c:/Users/User/ML4I/air-quality-forecast/air-quality-forecast/model_development.py \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/tags/mlflow.source.type b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/tags/mlflow.source.type deleted file mode 100644 index 0c2c1fe9dc63b7040bb81006635e50fd528f056f..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/tags/mlflow.source.type +++ /dev/null @@ -1 +0,0 @@ -LOCAL \ No newline at end of file diff --git a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/tags/mlflow.user b/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/tags/mlflow.user deleted file mode 100644 index cd0fe7a3dfead13afba6009c6024733ef3a5cdde..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/cd9988d7e06c48de83346b5b74c4bb2b/tags/mlflow.user +++ /dev/null @@ -1 +0,0 @@ -User \ No newline at end of file diff --git a/mlruns/674375719018272828/datasets/19d2a1faf215ef44b979bbf135902c21/meta.yaml b/mlruns/674375719018272828/datasets/19d2a1faf215ef44b979bbf135902c21/meta.yaml deleted file mode 100644 index 65c48d4b56921221974bdde7eed83216fec87bc6..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/datasets/19d2a1faf215ef44b979bbf135902c21/meta.yaml +++ /dev/null @@ -1,9 +0,0 @@ -digest: 2ba3734a -name: dataset -profile: '{"features_shape": [1052, 33], "features_size": 34716, "features_nbytes": - 277728}' -schema: '{"mlflow_tensorspec": {"features": "[{\"type\": 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mlflow.data.context: train diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/meta.yaml b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/meta.yaml deleted file mode 100644 index 00f8bfdc5d29e8954c8a845fc09f60c67cf96d9e..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/meta.yaml +++ /dev/null @@ -1,15 +0,0 @@ -artifact_uri: mlflow-artifacts:/674375719018272828/dc13774a5146449589229dc4c270ec99/artifacts -end_time: null -entry_point_name: '' -experiment_id: '674375719018272828' -lifecycle_stage: active -run_id: dc13774a5146449589229dc4c270ec99 -run_name: adorable-lark-999 -run_uuid: dc13774a5146449589229dc4c270ec99 -source_name: '' -source_type: 4 -source_version: '' -start_time: 1727645487386 -status: 1 -tags: [] -user_id: User diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/cpu_utilization_percentage b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/cpu_utilization_percentage deleted file mode 100644 index 4828e8040d067884215c047d7e2f16f0151ace4e..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/cpu_utilization_percentage +++ /dev/null @@ -1,3 +0,0 @@ -1727645497575 74.8 0 -1727645507741 86.5 1 -1727645517908 99.7 2 diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/disk_available_megabytes b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/disk_available_megabytes deleted file mode 100644 index efac7c96dbf60de3d79f402c441a8b8a4f239d63..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/disk_available_megabytes +++ /dev/null @@ -1,3 +0,0 @@ -1727645497575 90901.7 0 -1727645507741 90905.2 1 -1727645517908 90908.7 2 diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/disk_usage_megabytes b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/disk_usage_megabytes deleted file mode 100644 index 227907966301a21f52feae6f8543f20dc8b94bb0..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/disk_usage_megabytes +++ /dev/null @@ -1,3 +0,0 @@ -1727645497575 420235.4 0 -1727645507741 420231.9 1 -1727645517908 420228.4 2 diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/disk_usage_percentage b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/disk_usage_percentage deleted file mode 100644 index 735b9bddee3b31c2ffdeb430016d1f0b013eacb3..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/disk_usage_percentage +++ /dev/null @@ -1,3 +0,0 @@ -1727645497575 82.2 0 -1727645507741 82.2 1 -1727645517908 82.2 2 diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/gpu_0_memory_usage_megabytes b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/gpu_0_memory_usage_megabytes deleted file mode 100644 index 072660cc77b88f69d96ab5309fb8f94b056fb8a2..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/gpu_0_memory_usage_megabytes +++ /dev/null @@ -1,3 +0,0 @@ -1727645497575 477.5 0 -1727645507741 483.6 1 -1727645517908 481.5 2 diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/gpu_0_memory_usage_percentage b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/gpu_0_memory_usage_percentage deleted file mode 100644 index 1c55696f569b560868039cde2e746236d26bcdfb..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/gpu_0_memory_usage_percentage +++ /dev/null @@ -1,3 +0,0 @@ -1727645497575 22.2 0 -1727645507741 22.5 1 -1727645517908 22.4 2 diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/gpu_0_utilization_percentage b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/gpu_0_utilization_percentage deleted file mode 100644 index 445a9759ef708470a51ef1a15c78263992acca33..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/gpu_0_utilization_percentage +++ /dev/null @@ -1,3 +0,0 @@ -1727645497575 27.0 0 -1727645507741 0.0 1 -1727645517908 3.0 2 diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/network_receive_megabytes b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/network_receive_megabytes deleted file mode 100644 index ab2ee9fd648fe8d1276c354a18e8559dc0ef495c..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/network_receive_megabytes +++ /dev/null @@ -1,3 +0,0 @@ -1727645497575 0.007486000000000104 0 -1727645507741 0.05609699999999407 1 -1727645517908 0.08591999999998734 2 diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/network_transmit_megabytes b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/network_transmit_megabytes deleted file mode 100644 index 7ab5ab264bcc42f1afc6c2d06583df8f275a6697..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/network_transmit_megabytes +++ /dev/null @@ -1,3 +0,0 @@ -1727645497575 0.00027000000000043656 0 -1727645507741 0.019467000000005896 1 -1727645517908 0.03589399999999898 2 diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/system_memory_usage_megabytes b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/system_memory_usage_megabytes deleted file mode 100644 index efef16dbdfb90bb72ee2b3c8d01d0cae9980942d..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/system_memory_usage_megabytes +++ /dev/null @@ -1,3 +0,0 @@ -1727645497575 12160.9 0 -1727645507741 12298.2 1 -1727645517908 12339.8 2 diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/system_memory_usage_percentage b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/system_memory_usage_percentage deleted file mode 100644 index 2cfdc3285af1e2faeab5dcb8992aaad29e51ce57..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/metrics/system/system_memory_usage_percentage +++ /dev/null @@ -1,3 +0,0 @@ -1727645497575 71.6 0 -1727645507741 72.4 1 -1727645517908 72.7 2 diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/base_score b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/base_score deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/base_score +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/booster b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/booster deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/booster +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/colsample_bylevel b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/colsample_bylevel deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/colsample_bylevel +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/colsample_bynode b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/colsample_bynode deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/colsample_bynode +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/colsample_bytree b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/colsample_bytree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/colsample_bytree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/custom_metric b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/custom_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/custom_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/device b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/device deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/device +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/early_stopping_rounds b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/early_stopping_rounds deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/early_stopping_rounds +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/eval_metric b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/eval_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/eval_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/gamma b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/gamma deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/gamma +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/grow_policy b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/grow_policy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/grow_policy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/interaction_constraints b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/interaction_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/interaction_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/learning_rate b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/learning_rate deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/learning_rate +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/max_bin b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/max_bin deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/max_bin +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/max_cat_threshold b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/max_cat_threshold deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/max_cat_threshold +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/max_cat_to_onehot b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/max_cat_to_onehot deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/max_cat_to_onehot +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/max_delta_step b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/max_delta_step deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/max_delta_step +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/max_depth b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/max_depth deleted file mode 100644 index 3e932fe8f188bb6dbcb02afe1306fa6e0b90357b..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/max_depth +++ /dev/null @@ -1 +0,0 @@ -34 \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/max_leaves b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/max_leaves deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/max_leaves +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/maximize b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/maximize deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/maximize +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/min_child_weight b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/min_child_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/min_child_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/monotone_constraints b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/monotone_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/monotone_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/multi_strategy b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/multi_strategy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/multi_strategy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/n_jobs b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/n_jobs deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/n_jobs +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/num_boost_round b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/num_boost_round deleted file mode 100644 index 105d7d9ad3afc7bb78a0dec4d829880831605dfb..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/num_boost_round +++ /dev/null @@ -1 +0,0 @@ -100 \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/num_parallel_tree b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/num_parallel_tree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/num_parallel_tree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/objective b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/objective deleted file mode 100644 index 2f5dba794ce239746ae5a5a58dfb33aa48e7a050..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/objective +++ /dev/null @@ -1 +0,0 @@ -reg:squarederror \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/random_state b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/random_state deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/random_state +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/reg_alpha b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/reg_alpha deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/reg_alpha +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/reg_lambda b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/reg_lambda deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/reg_lambda +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/sampling_method b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/sampling_method deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/sampling_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/scale_pos_weight b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/scale_pos_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/scale_pos_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/subsample b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/subsample deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/subsample +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/tree_method b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/tree_method deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/tree_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/validate_parameters b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/validate_parameters deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/validate_parameters +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/verbose_eval b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/verbose_eval deleted file mode 100644 index 4791ed5559bd77f54e1520025768e2b368705876..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/verbose_eval +++ /dev/null @@ -1 +0,0 @@ -True \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/verbosity b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/verbosity deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/params/verbosity +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/tags/mlflow.autologging b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/tags/mlflow.autologging deleted file mode 100644 index adb4f9840874972f9c580b23aa343d7ca11b3289..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/tags/mlflow.autologging +++ /dev/null @@ -1 +0,0 @@ -xgboost \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/tags/mlflow.runName b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/tags/mlflow.runName deleted file mode 100644 index 1f90ef59bb047df2265864e463f0f73764b0ba5f..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/tags/mlflow.runName +++ /dev/null @@ -1 +0,0 @@ -adorable-lark-999 \ No newline at end of file diff --git a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/tags/mlflow.source.git.commit b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/tags/mlflow.source.git.commit deleted file mode 100644 index 13593e120ddb8c0612e12480032be1ba081001d6..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/tags/mlflow.source.git.commit +++ /dev/null @@ -1 +0,0 @@ -0977a438d571c78eb0abbdcda591bbc53211680a \ No newline at end of file diff --git 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a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/tags/mlflow.user b/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/tags/mlflow.user deleted file mode 100644 index cd0fe7a3dfead13afba6009c6024733ef3a5cdde..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/dc13774a5146449589229dc4c270ec99/tags/mlflow.user +++ /dev/null @@ -1 +0,0 @@ -User \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/inputs/1fcef7972194d38dee7928c67463d979/meta.yaml b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/inputs/1fcef7972194d38dee7928c67463d979/meta.yaml deleted file mode 100644 index 0723f98cc08a32c652ef5acce9e4e8384bb6d541..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/inputs/1fcef7972194d38dee7928c67463d979/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: 48179f7583d906f437293b4ed859818c -destination_type: RUN -source_id: 48179f7583d906f437293b4ed859818c -source_type: DATASET -tags: - mlflow.data.context: train diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/inputs/e03f8492be47d80c81ba3a9f438e207a/meta.yaml b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/inputs/e03f8492be47d80c81ba3a9f438e207a/meta.yaml deleted file mode 100644 index 0d23962544e9c5bbff49ce19eead882e54f84310..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/inputs/e03f8492be47d80c81ba3a9f438e207a/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: 19d2a1faf215ef44b979bbf135902c21 -destination_type: RUN -source_id: 19d2a1faf215ef44b979bbf135902c21 -source_type: DATASET -tags: - mlflow.data.context: eval diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/meta.yaml b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/meta.yaml deleted file mode 100644 index ffd3c850096d995b16323fd05e8d1c3c7bc89342..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/meta.yaml +++ /dev/null @@ -1,15 +0,0 @@ -artifact_uri: mlflow-artifacts:/674375719018272828/f431bc7dfc364411bfea5e73327458d1/artifacts -end_time: 1727702559063 -entry_point_name: '' -experiment_id: '674375719018272828' -lifecycle_stage: active -run_id: f431bc7dfc364411bfea5e73327458d1 -run_name: capable-steed-954 -run_uuid: f431bc7dfc364411bfea5e73327458d1 -source_name: '' -source_type: 4 -source_version: '' -start_time: 1727702412743 -status: 3 -tags: [] -user_id: User diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/cpu_utilization_percentage b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/cpu_utilization_percentage deleted file mode 100644 index 5650c8da5418a3c97707f6e7645d18592a726777..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/cpu_utilization_percentage +++ /dev/null @@ -1,14 +0,0 @@ -1727702423278 99.8 0 -1727702433672 99.7 1 -1727702443900 100.0 2 -1727702454151 100.0 3 -1727702464524 100.0 4 -1727702475107 100.0 5 -1727702485584 100.0 6 -1727702495815 100.0 7 -1727702506060 100.0 8 -1727702516717 100.0 9 -1727702527023 100.0 10 -1727702537458 100.0 11 -1727702547750 100.0 12 -1727702558067 100.0 13 diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/disk_available_megabytes b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/disk_available_megabytes deleted file mode 100644 index f5144661a82ca468a37103b8ed99299325cb521b..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/disk_available_megabytes +++ /dev/null @@ -1,14 +0,0 @@ -1727702423278 83132.2 0 -1727702433672 83132.1 1 -1727702443900 83131.4 2 -1727702454151 83131.2 3 -1727702464524 83104.5 4 -1727702475107 83104.3 5 -1727702485584 83107.3 6 -1727702495815 83106.9 7 -1727702506060 83106.9 8 -1727702516717 83106.5 9 -1727702527023 83106.5 10 -1727702537458 83106.2 11 -1727702547750 83110.0 12 -1727702558067 83097.1 13 diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/disk_usage_megabytes b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/disk_usage_megabytes deleted file mode 100644 index d0e8010647c72611f835854bb2bd08057d6f43ae..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/disk_usage_megabytes +++ /dev/null @@ -1,14 +0,0 @@ -1727702423278 428004.9 0 -1727702433672 428005.0 1 -1727702443900 428005.7 2 -1727702454151 428005.9 3 -1727702464524 428032.6 4 -1727702475107 428032.8 5 -1727702485584 428029.8 6 -1727702495815 428030.2 7 -1727702506060 428030.2 8 -1727702516717 428030.6 9 -1727702527023 428030.6 10 -1727702537458 428030.9 11 -1727702547750 428027.1 12 -1727702558067 428040.0 13 diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/disk_usage_percentage b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/disk_usage_percentage deleted file mode 100644 index 76a99d8a9039d4c3099004a67ca1be1e3b763801..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/disk_usage_percentage +++ /dev/null @@ -1,14 +0,0 @@ -1727702423278 83.7 0 -1727702433672 83.7 1 -1727702443900 83.7 2 -1727702454151 83.7 3 -1727702464524 83.7 4 -1727702475107 83.7 5 -1727702485584 83.7 6 -1727702495815 83.7 7 -1727702506060 83.7 8 -1727702516717 83.7 9 -1727702527023 83.7 10 -1727702537458 83.7 11 -1727702547750 83.7 12 -1727702558067 83.7 13 diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/gpu_0_memory_usage_megabytes b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/gpu_0_memory_usage_megabytes deleted file mode 100644 index fd6922aca2c15384bdb805540372a8a64a84d506..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/gpu_0_memory_usage_megabytes +++ /dev/null @@ -1,14 +0,0 @@ -1727702423278 211.9 0 -1727702433672 232.3 1 -1727702443900 233.1 2 -1727702454151 235.2 3 -1727702464524 222.2 4 -1727702475107 256.1 5 -1727702485584 222.3 6 -1727702495815 220.1 7 -1727702506060 229.4 8 -1727702516717 213.4 9 -1727702527023 204.4 10 -1727702537458 209.5 11 -1727702547750 220.7 12 -1727702558067 235.8 13 diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/gpu_0_memory_usage_percentage b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/gpu_0_memory_usage_percentage deleted file mode 100644 index 50ab10099727f0417d63ee0a6bec7cff28be09cf..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/gpu_0_memory_usage_percentage +++ /dev/null @@ -1,14 +0,0 @@ -1727702423278 9.9 0 -1727702433672 10.8 1 -1727702443900 10.9 2 -1727702454151 11.0 3 -1727702464524 10.3 4 -1727702475107 11.9 5 -1727702485584 10.4 6 -1727702495815 10.3 7 -1727702506060 10.7 8 -1727702516717 9.9 9 -1727702527023 9.5 10 -1727702537458 9.8 11 -1727702547750 10.3 12 -1727702558067 11.0 13 diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/gpu_0_utilization_percentage b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/gpu_0_utilization_percentage deleted file mode 100644 index 75c5e3c98bff60db94e1cdef0a14af2a5bf316a8..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/gpu_0_utilization_percentage +++ /dev/null @@ -1,14 +0,0 @@ -1727702423278 8.0 0 -1727702433672 10.0 1 -1727702443900 0.0 2 -1727702454151 15.0 3 -1727702464524 15.0 4 -1727702475107 15.0 5 -1727702485584 16.0 6 -1727702495815 14.0 7 -1727702506060 0.0 8 -1727702516717 3.0 9 -1727702527023 2.0 10 -1727702537458 6.0 11 -1727702547750 0.0 12 -1727702558067 15.0 13 diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/network_receive_megabytes b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/network_receive_megabytes deleted file mode 100644 index 12d719ca3f752360dd415cef2d16d714951b6562..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/network_receive_megabytes +++ /dev/null @@ -1,14 +0,0 @@ -1727702423278 0.0 0 -1727702433672 0.0614620000000059 1 -1727702443900 0.1140100000000075 2 -1727702454151 0.12584400000002915 3 -1727702464524 0.12611600000002454 4 -1727702475107 0.13112599999999475 5 -1727702485584 0.34008799999992334 6 -1727702495815 0.3922569999999723 7 -1727702506060 0.46121499999992466 8 -1727702516717 0.46178199999997105 9 -1727702527023 0.6165379999999914 10 -1727702537458 0.6516589999999951 11 -1727702547750 0.6519889999999577 12 -1727702558067 0.6762119999999641 13 diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/network_transmit_megabytes b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/network_transmit_megabytes deleted file mode 100644 index dbfb39f80a9799911bbf228c6d9cf400b493ce98..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/network_transmit_megabytes +++ /dev/null @@ -1,14 +0,0 @@ -1727702423278 5.499999998903604e-05 0 -1727702433672 0.04821499999999901 1 -1727702443900 0.08729499999999746 2 -1727702454151 0.0933469999999943 3 -1727702464524 0.09356499999999812 4 -1727702475107 0.10258299999999565 5 -1727702485584 0.11687099999998907 6 -1727702495815 0.1232959999999963 7 -1727702506060 0.13900999999999897 8 -1727702516717 0.1395869999999917 9 -1727702527023 0.18348899999999446 10 -1727702537458 0.20648199999999406 11 -1727702547750 0.20675699999999608 12 -1727702558067 0.2260789999999986 13 diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/system_memory_usage_megabytes b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/system_memory_usage_megabytes deleted file mode 100644 index cc8c54e52a87cc198bb4d59fd7e00e3adad20e88..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/system_memory_usage_megabytes +++ /dev/null @@ -1,14 +0,0 @@ -1727702423278 16222.8 0 -1727702433672 16310.6 1 -1727702443900 16302.7 2 -1727702454151 16426.4 3 -1727702464524 16255.0 4 -1727702475107 16233.2 5 -1727702485584 16257.2 6 -1727702495815 16302.2 7 -1727702506060 16413.8 8 -1727702516717 16259.3 9 -1727702527023 16444.3 10 -1727702537458 16285.8 11 -1727702547750 15761.1 12 -1727702558067 16291.2 13 diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/system_memory_usage_percentage b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/system_memory_usage_percentage deleted file mode 100644 index 00bad6ee48b899795a1b3fd856de05499f6f7eb1..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/metrics/system/system_memory_usage_percentage +++ /dev/null @@ -1,14 +0,0 @@ -1727702423278 95.5 0 -1727702433672 96.0 1 -1727702443900 96.0 2 -1727702454151 96.7 3 -1727702464524 95.7 4 -1727702475107 95.6 5 -1727702485584 95.7 6 -1727702495815 96.0 7 -1727702506060 96.6 8 -1727702516717 95.7 9 -1727702527023 96.8 10 -1727702537458 95.9 11 -1727702547750 92.8 12 -1727702558067 95.9 13 diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/base_score b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/base_score deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/base_score +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/booster b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/booster deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/booster +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/colsample_bylevel b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/colsample_bylevel deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/colsample_bylevel +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/colsample_bynode b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/colsample_bynode deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/colsample_bynode +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/colsample_bytree b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/colsample_bytree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/colsample_bytree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/custom_metric b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/custom_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/custom_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/device b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/device deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/device +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/early_stopping_rounds b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/early_stopping_rounds deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/early_stopping_rounds +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/eval_metric b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/eval_metric deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/eval_metric +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/gamma 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4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/interaction_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/learning_rate b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/learning_rate deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/learning_rate +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/max_bin b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/max_bin deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/max_bin +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/max_cat_threshold b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/max_cat_threshold deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/max_cat_threshold +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/max_cat_to_onehot b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/max_cat_to_onehot deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/max_cat_to_onehot +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/max_delta_step b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/max_delta_step deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/max_delta_step +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/max_depth b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/max_depth deleted file mode 100644 index 3e932fe8f188bb6dbcb02afe1306fa6e0b90357b..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/max_depth +++ /dev/null @@ -1 +0,0 @@ -34 \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/max_leaves b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/max_leaves deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/max_leaves +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/maximize b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/maximize deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/maximize +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/min_child_weight b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/min_child_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/min_child_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/monotone_constraints b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/monotone_constraints deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/monotone_constraints +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/multi_strategy b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/multi_strategy deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/multi_strategy +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/n_jobs b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/n_jobs deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/n_jobs +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/num_boost_round b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/num_boost_round deleted file mode 100644 index 105d7d9ad3afc7bb78a0dec4d829880831605dfb..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/num_boost_round +++ /dev/null @@ -1 +0,0 @@ -100 \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/num_parallel_tree b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/num_parallel_tree deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/num_parallel_tree +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/objective b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/objective deleted file mode 100644 index 2f5dba794ce239746ae5a5a58dfb33aa48e7a050..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/objective +++ /dev/null @@ -1 +0,0 @@ -reg:squarederror \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/random_state b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/random_state deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/random_state +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/reg_alpha b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/reg_alpha deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/reg_alpha +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/reg_lambda b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/reg_lambda deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/reg_lambda +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/sampling_method b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/sampling_method deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/sampling_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/scale_pos_weight b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/scale_pos_weight deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/scale_pos_weight +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/subsample b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/subsample deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/subsample +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/tree_method b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/tree_method deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/tree_method +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/validate_parameters b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/validate_parameters deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/validate_parameters +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/verbose_eval b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/verbose_eval deleted file mode 100644 index 4791ed5559bd77f54e1520025768e2b368705876..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/verbose_eval +++ /dev/null @@ -1 +0,0 @@ -True \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/verbosity b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/verbosity deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/params/verbosity +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/tags/mlflow.autologging b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/tags/mlflow.autologging deleted file mode 100644 index adb4f9840874972f9c580b23aa343d7ca11b3289..0000000000000000000000000000000000000000 --- a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/tags/mlflow.autologging +++ /dev/null @@ -1 +0,0 @@ -xgboost \ No newline at end of file diff --git a/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/tags/mlflow.log-model.history b/mlruns/674375719018272828/f431bc7dfc364411bfea5e73327458d1/tags/mlflow.log-model.history deleted file mode 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- - - \ No newline at end of file diff --git a/mlruns/831635215727137506/2418ba9f46594028a7399c1be3e79c80/artifacts/model/MLmodel b/mlruns/831635215727137506/2418ba9f46594028a7399c1be3e79c80/artifacts/model/MLmodel deleted file mode 100644 index 6ce616220c78876fd31017fa94b08f52fb02797f..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/2418ba9f46594028a7399c1be3e79c80/artifacts/model/MLmodel +++ /dev/null @@ -1,25 +0,0 @@ -artifact_path: model -flavors: - python_function: - env: - conda: conda.yaml - virtualenv: python_env.yaml - loader_module: mlflow.sklearn - model_path: model.pkl - predict_fn: predict - python_version: 3.11.0 - sklearn: - code: null - pickled_model: model.pkl - serialization_format: cloudpickle - sklearn_version: 1.5.2 -mlflow_version: 2.16.2 -model_size_bytes: 550214 -model_uuid: 2945a5a813b746b4bec2363e2a7b5279 -run_id: 2418ba9f46594028a7399c1be3e79c80 -signature: - inputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float64", "shape": 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253.0 5 -1727696354839 287.2 6 diff --git a/mlruns/831635215727137506/2418ba9f46594028a7399c1be3e79c80/metrics/system/gpu_0_memory_usage_percentage b/mlruns/831635215727137506/2418ba9f46594028a7399c1be3e79c80/metrics/system/gpu_0_memory_usage_percentage deleted file mode 100644 index 34c4bfb430193bdb797dbf2f12c19311a4d908c3..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/2418ba9f46594028a7399c1be3e79c80/metrics/system/gpu_0_memory_usage_percentage +++ /dev/null @@ -1,7 +0,0 @@ -1727696289267 13.5 0 -1727696303609 11.2 1 -1727696313872 13.2 2 -1727696324180 12.3 3 -1727696334448 11.3 4 -1727696344665 11.8 5 -1727696354839 13.4 6 diff --git a/mlruns/831635215727137506/2418ba9f46594028a7399c1be3e79c80/metrics/system/gpu_0_utilization_percentage b/mlruns/831635215727137506/2418ba9f46594028a7399c1be3e79c80/metrics/system/gpu_0_utilization_percentage deleted file mode 100644 index 60dcbdc50cf1b7e1fc9c20ec3bfe0db3cde9f794..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/2418ba9f46594028a7399c1be3e79c80/metrics/system/gpu_0_utilization_percentage +++ /dev/null @@ -1,7 +0,0 @@ -1727696289267 26.0 0 -1727696303609 0.0 1 -1727696313872 5.0 2 -1727696324180 6.0 3 -1727696334448 10.0 4 -1727696344665 16.0 5 -1727696354839 8.0 6 diff --git a/mlruns/831635215727137506/2418ba9f46594028a7399c1be3e79c80/metrics/system/network_receive_megabytes b/mlruns/831635215727137506/2418ba9f46594028a7399c1be3e79c80/metrics/system/network_receive_megabytes deleted file mode 100644 index bd56037d0e5b4ece6966b7a7ea233dc7be9e2159..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/2418ba9f46594028a7399c1be3e79c80/metrics/system/network_receive_megabytes +++ /dev/null @@ -1,7 +0,0 @@ -1727696289267 0.0 0 -1727696303609 0.005378000000064276 1 -1727696313872 0.05309900000008838 2 -1727696324180 0.12174900000002253 3 -1727696334448 1.5795270000000983 4 -1727696344665 2.179328000000055 5 -1727696354839 2.4363650000000234 6 diff --git 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DecisionTreeRegressor(max_depth=17)
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- - - \ No newline at end of file diff --git a/mlruns/831635215727137506/2e762b8af7f44cbe992719f2db84a6fe/artifacts/model/MLmodel b/mlruns/831635215727137506/2e762b8af7f44cbe992719f2db84a6fe/artifacts/model/MLmodel deleted file mode 100644 index 2e2b023ab752df32d3bbb846915e1b64323df8cb..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/2e762b8af7f44cbe992719f2db84a6fe/artifacts/model/MLmodel +++ /dev/null @@ -1,25 +0,0 @@ -artifact_path: model -flavors: - python_function: - env: - conda: conda.yaml - virtualenv: python_env.yaml - loader_module: mlflow.sklearn - model_path: model.pkl - predict_fn: predict - python_version: 3.11.0 - sklearn: - code: null - pickled_model: model.pkl - serialization_format: cloudpickle - sklearn_version: 1.5.2 -mlflow_version: 2.16.2 -model_size_bytes: 457478 -model_uuid: c35eec65e21d483ab8160eb31f245ed1 -run_id: 2e762b8af7f44cbe992719f2db84a6fe -signature: - inputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float64", "shape": 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- - - \ No newline at end of file diff --git a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/artifacts/model/MLmodel b/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/artifacts/model/MLmodel deleted file mode 100644 index 9d21feaf0b10ae473f7af0514221a482f8d3bfcb..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/artifacts/model/MLmodel +++ /dev/null @@ -1,25 +0,0 @@ -artifact_path: model -flavors: - python_function: - env: - conda: conda.yaml - virtualenv: python_env.yaml - loader_module: mlflow.sklearn - model_path: model.pkl - predict_fn: predict - python_version: 3.11.0 - sklearn: - code: null - pickled_model: model.pkl - serialization_format: cloudpickle - sklearn_version: 1.5.2 -mlflow_version: 2.16.2 -model_size_bytes: 550214 -model_uuid: f28489aa8e4946dbb7153fc3bb92a131 -run_id: 49d1b33045a645f498461518b44fe6ef -signature: - inputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float64", "shape": [-1, 33]}}]' - outputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float64", "shape": [-1, - 6]}}]' - params: null -utc_time_created: '2024-09-30 12:06:07.028778' diff --git a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/artifacts/model/conda.yaml b/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/artifacts/model/conda.yaml deleted file mode 100644 index 0fcc3cb5715a8e10f788d928c3dad76e28e70059..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/artifacts/model/conda.yaml +++ /dev/null @@ -1,15 +0,0 @@ -channels: -- conda-forge -dependencies: -- python=3.11.0 -- pip<=24.2 -- pip: - - mlflow==2.16.2 - - cloudpickle==3.0.0 - - numpy==1.26.2 - - pandas==2.2.2 - - psutil==5.9.4 - - scikit-learn==1.5.2 - - scipy==1.11.4 - - typing==3.7.4.3 -name: mlflow-env diff --git a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/artifacts/model/model.pkl b/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/artifacts/model/model.pkl deleted file mode 100644 index 9b3b592eff076b921155eefa4f6a7ef2112c8313..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/artifacts/model/model.pkl +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f808d090ecf31cbaa063890df5144c205ee913b0a3b37d2f99a17b66dbd436b3 -size 550214 diff --git a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/artifacts/model/python_env.yaml b/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/artifacts/model/python_env.yaml deleted file mode 100644 index 5eb100510e4e711512af01aa496b835381a7a2fb..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/artifacts/model/python_env.yaml +++ /dev/null @@ -1,7 +0,0 @@ -python: 3.11.0 -build_dependencies: -- pip==24.2 -- setuptools==65.5.0 -- wheel==0.41.2 -dependencies: -- 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a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/inputs/0e497971968b89c48b2676f7830391d6/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: dd4d89a524510f8914834c3bc9cd9e95 -destination_type: RUN -source_id: dd4d89a524510f8914834c3bc9cd9e95 -source_type: DATASET -tags: - mlflow.data.context: train diff --git a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/inputs/679a998d6b8f081a981fdedbf40b5518/meta.yaml b/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/inputs/679a998d6b8f081a981fdedbf40b5518/meta.yaml deleted file mode 100644 index 0d23962544e9c5bbff49ce19eead882e54f84310..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/inputs/679a998d6b8f081a981fdedbf40b5518/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: 19d2a1faf215ef44b979bbf135902c21 -destination_type: RUN -source_id: 19d2a1faf215ef44b979bbf135902c21 -source_type: DATASET -tags: - mlflow.data.context: eval diff --git a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/meta.yaml b/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/meta.yaml deleted file mode 100644 index 5ae7ec2017f293af9cf5c428d6e009fc26db92eb..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/meta.yaml +++ /dev/null @@ -1,15 +0,0 @@ -artifact_uri: file:///C:/Users/User/ML4I/air-quality-forecast/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/artifacts -end_time: 1727698001468 -entry_point_name: '' -experiment_id: '831635215727137506' -lifecycle_stage: active -run_id: 49d1b33045a645f498461518b44fe6ef -run_name: beautiful-ox-416 -run_uuid: 49d1b33045a645f498461518b44fe6ef -source_name: '' -source_type: 4 -source_version: '' -start_time: 1727697957193 -status: 3 -tags: [] -user_id: User diff --git a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/metrics/system/cpu_utilization_percentage 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-1727697986079 83.7 1 -1727697996402 83.7 2 diff --git a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/metrics/system/gpu_0_memory_usage_megabytes b/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/metrics/system/gpu_0_memory_usage_megabytes deleted file mode 100644 index 79ed08a536c420014e145b752cd2e838124bed83..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/metrics/system/gpu_0_memory_usage_megabytes +++ /dev/null @@ -1,3 +0,0 @@ -1727697975711 298.7 0 -1727697986079 302.4 1 -1727697996402 331.8 2 diff --git a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/metrics/system/gpu_0_memory_usage_percentage b/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/metrics/system/gpu_0_memory_usage_percentage deleted file mode 100644 index 4aadbb9092b7ca6e6dfe977630c72be2256560e3..0000000000000000000000000000000000000000 --- 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a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/metrics/training_score b/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/metrics/training_score deleted file mode 100644 index ea178a1338a031393547f37017bcfc9f5c0f15af..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/metrics/training_score +++ /dev/null @@ -1 +0,0 @@ -1727697966652 0.9967299090561106 0 diff --git a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/params/ccp_alpha b/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/params/ccp_alpha deleted file mode 100644 index 171538eb0b00f4eddffa17929796de55b838f34b..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/params/ccp_alpha +++ /dev/null @@ -1 +0,0 @@ -0.0 \ No newline at end of file diff --git a/mlruns/831635215727137506/49d1b33045a645f498461518b44fe6ef/params/criterion 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- - - \ No newline at end of file diff --git a/mlruns/831635215727137506/62278ae48e16447dace88687df13bdfd/artifacts/model/MLmodel b/mlruns/831635215727137506/62278ae48e16447dace88687df13bdfd/artifacts/model/MLmodel deleted file mode 100644 index 02fdf741f8f16ee8d2ff649cab29c566ac05d10a..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/62278ae48e16447dace88687df13bdfd/artifacts/model/MLmodel +++ /dev/null @@ -1,25 +0,0 @@ -artifact_path: model -flavors: - python_function: - env: - conda: conda.yaml - virtualenv: python_env.yaml - loader_module: mlflow.sklearn - model_path: model.pkl - predict_fn: predict - python_version: 3.11.0 - sklearn: - code: null - pickled_model: model.pkl - serialization_format: cloudpickle - sklearn_version: 1.5.2 -mlflow_version: 2.16.2 -model_size_bytes: 550214 -model_uuid: aa012494d3c542af91bac9a8db544781 -run_id: 62278ae48e16447dace88687df13bdfd -signature: - inputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float64", "shape": 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[-1, 33]}}]' - outputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float64", "shape": [-1, - 6]}}]' - params: null -utc_time_created: '2024-09-30 13:16:14.575082' diff --git a/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/artifacts/model/conda.yaml b/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/artifacts/model/conda.yaml deleted file mode 100644 index 0fcc3cb5715a8e10f788d928c3dad76e28e70059..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/artifacts/model/conda.yaml +++ /dev/null @@ -1,15 +0,0 @@ -channels: -- conda-forge -dependencies: -- python=3.11.0 -- pip<=24.2 -- pip: - - mlflow==2.16.2 - - cloudpickle==3.0.0 - - numpy==1.26.2 - - pandas==2.2.2 - - psutil==5.9.4 - - scikit-learn==1.5.2 - - scipy==1.11.4 - - typing==3.7.4.3 -name: mlflow-env diff --git a/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/artifacts/model/model.pkl 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a/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/inputs/9e714b165b5a0c934ea302e8534890af/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: dd4d89a524510f8914834c3bc9cd9e95 -destination_type: RUN -source_id: dd4d89a524510f8914834c3bc9cd9e95 -source_type: DATASET -tags: - mlflow.data.context: train diff --git a/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/inputs/b4664c382735670ad883f195ab555c0c/meta.yaml b/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/inputs/b4664c382735670ad883f195ab555c0c/meta.yaml deleted file mode 100644 index 0d23962544e9c5bbff49ce19eead882e54f84310..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/inputs/b4664c382735670ad883f195ab555c0c/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: 19d2a1faf215ef44b979bbf135902c21 -destination_type: RUN -source_id: 19d2a1faf215ef44b979bbf135902c21 -source_type: DATASET -tags: - mlflow.data.context: eval diff --git a/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/meta.yaml b/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/meta.yaml deleted file mode 100644 index f11854edfde6147ff08373d288e79d74ca071518..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/meta.yaml +++ /dev/null @@ -1,15 +0,0 @@ -artifact_uri: file:///C:/Users/User/ML4I/air-quality-forecast/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/artifacts -end_time: 1727702200049 -entry_point_name: '' -experiment_id: '831635215727137506' -lifecycle_stage: active -run_id: 6c145fd0bdb34882adf24ae3a34d652a -run_name: kindly-toad-194 -run_uuid: 6c145fd0bdb34882adf24ae3a34d652a -source_name: '' -source_type: 4 -source_version: '' -start_time: 1727702169976 -status: 3 -tags: [] -user_id: User diff --git a/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/metrics/system/cpu_utilization_percentage 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a/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/metrics/system/gpu_0_memory_usage_megabytes b/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/metrics/system/gpu_0_memory_usage_megabytes deleted file mode 100644 index ce8760824c9deeebd1062d1b80c3ed8d3c08e672..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/metrics/system/gpu_0_memory_usage_megabytes +++ /dev/null @@ -1,2 +0,0 @@ -1727702183974 158.1 0 -1727702194755 152.2 1 diff --git a/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/metrics/system/gpu_0_memory_usage_percentage b/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/metrics/system/gpu_0_memory_usage_percentage deleted file mode 100644 index d7189e6b4c42b4965385d9e999c6d143d3b4ee91..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/metrics/system/gpu_0_memory_usage_percentage +++ /dev/null @@ -1,2 +0,0 @@ -1727702183974 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a/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/metrics/system/system_memory_usage_megabytes +++ /dev/null @@ -1,2 +0,0 @@ -1727702183974 14495.3 0 -1727702194755 14595.2 1 diff --git a/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/metrics/system/system_memory_usage_percentage b/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/metrics/system/system_memory_usage_percentage deleted file mode 100644 index c3403b7d5cd515e4f7b58791a215734f50f7f09f..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/metrics/system/system_memory_usage_percentage +++ /dev/null @@ -1,2 +0,0 @@ -1727702183974 85.3 0 -1727702194755 85.9 1 diff --git a/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/metrics/training_mean_absolute_error b/mlruns/831635215727137506/6c145fd0bdb34882adf24ae3a34d652a/metrics/training_mean_absolute_error deleted file mode 100644 index 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end of file diff --git a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/params/min_impurity_decrease b/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/params/min_impurity_decrease deleted file mode 100644 index 171538eb0b00f4eddffa17929796de55b838f34b..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/params/min_impurity_decrease +++ /dev/null @@ -1 +0,0 @@ -0.0 \ No newline at end of file diff --git a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/params/min_samples_leaf b/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/params/min_samples_leaf deleted file mode 100644 index 56a6051ca2b02b04ef92d5150c9ef600403cb1de..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/params/min_samples_leaf +++ /dev/null @@ -1 +0,0 @@ -1 \ No newline at end of file diff --git a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/params/min_samples_split b/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/params/min_samples_split deleted file mode 100644 index d8263ee9860594d2806b0dfd1bfd17528b0ba2a4..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/params/min_samples_split +++ /dev/null @@ -1 +0,0 @@ -2 \ No newline at end of file diff --git a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/params/min_weight_fraction_leaf b/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/params/min_weight_fraction_leaf deleted file mode 100644 index 171538eb0b00f4eddffa17929796de55b838f34b..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/params/min_weight_fraction_leaf +++ /dev/null @@ -1 +0,0 @@ -0.0 \ No newline at end of file diff --git a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/params/monotonic_cst 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a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/estimator_name +++ /dev/null @@ -1 +0,0 @@ -DecisionTreeRegressor \ No newline at end of file diff --git a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/mlflow.autologging b/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/mlflow.autologging deleted file mode 100644 index 044bdd758636edf2ee49b03917cb416d76a71de4..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/mlflow.autologging +++ /dev/null @@ -1 +0,0 @@ -sklearn \ No newline at end of file diff --git a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/mlflow.log-model.history b/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/mlflow.log-model.history deleted file mode 100644 index ec3a3e9c3b641701ea1594ee36b5dfe8cd31f854..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/mlflow.log-model.history +++ /dev/null @@ -1 +0,0 @@ -[{"run_id": "7515dde82fe846b6ab05dc6463461186", "artifact_path": "model", "utc_time_created": "2024-09-29 22:04:33.365729", "model_uuid": "8ef2ebb996ef4c889f5857bc6b4326b3", "flavors": {"python_function": {"model_path": "model.pkl", "predict_fn": "predict", "loader_module": "mlflow.sklearn", "python_version": "3.11.0", "env": {"conda": "conda.yaml", "virtualenv": "python_env.yaml"}}, "sklearn": {"pickled_model": "model.pkl", "sklearn_version": "1.5.2", "serialization_format": "cloudpickle", "code": null}}}] \ No newline at end of file diff --git a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/mlflow.runName b/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/mlflow.runName deleted file mode 100644 index 305a9676866f752acda0a6dada64181093a54c04..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/mlflow.runName +++ /dev/null @@ -1 +0,0 @@ -thoughtful-shrimp-16 \ No newline at end of file diff --git a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/mlflow.source.git.commit b/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/mlflow.source.git.commit deleted file mode 100644 index 6a04567d482b95da916b8765e0e8616fdd6b913f..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/mlflow.source.git.commit +++ /dev/null @@ -1 +0,0 @@ -50f51da8088aa9c4731e2604257dd2f36c417b5d \ No newline at end of file diff --git a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/mlflow.source.name b/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/mlflow.source.name deleted file mode 100644 index 05ab8fbe0d37e0221faabeda851f917e26390ac7..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/mlflow.source.name +++ /dev/null @@ -1 +0,0 @@ -c:/Users/User/ML4I/air-quality-forecast/air-quality-forecast/model_development.py \ No newline at end of file diff --git a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/mlflow.source.type b/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/mlflow.source.type deleted file mode 100644 index 0c2c1fe9dc63b7040bb81006635e50fd528f056f..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/mlflow.source.type +++ /dev/null @@ -1 +0,0 @@ -LOCAL \ No newline at end of file diff --git a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/mlflow.user b/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/mlflow.user deleted file mode 100644 index cd0fe7a3dfead13afba6009c6024733ef3a5cdde..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/7515dde82fe846b6ab05dc6463461186/tags/mlflow.user +++ /dev/null @@ -1 +0,0 @@ -User \ No newline at end of file diff --git a/mlruns/831635215727137506/8cc9781598d84654855dfc9b4457710b/artifacts/model/conda.yaml b/mlruns/831635215727137506/8cc9781598d84654855dfc9b4457710b/artifacts/model/conda.yaml deleted file mode 100644 index 0fcc3cb5715a8e10f788d928c3dad76e28e70059..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/8cc9781598d84654855dfc9b4457710b/artifacts/model/conda.yaml +++ /dev/null @@ -1,15 +0,0 @@ -channels: -- conda-forge -dependencies: -- python=3.11.0 -- pip<=24.2 -- pip: - - mlflow==2.16.2 - - cloudpickle==3.0.0 - - numpy==1.26.2 - - pandas==2.2.2 - - psutil==5.9.4 - - scikit-learn==1.5.2 - - scipy==1.11.4 - - typing==3.7.4.3 -name: mlflow-env diff --git a/mlruns/831635215727137506/8cc9781598d84654855dfc9b4457710b/artifacts/model/model.pkl 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- - - \ No newline at end of file diff --git a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/artifacts/model/MLmodel b/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/artifacts/model/MLmodel deleted file mode 100644 index 446f47fc4f44ebd5aeeca661783ccd7f87b9ed42..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/artifacts/model/MLmodel +++ /dev/null @@ -1,25 +0,0 @@ -artifact_path: model -flavors: - python_function: - env: - conda: conda.yaml - virtualenv: python_env.yaml - loader_module: mlflow.sklearn - model_path: model.pkl - predict_fn: predict - python_version: 3.11.0 - sklearn: - code: null - pickled_model: model.pkl - serialization_format: cloudpickle - sklearn_version: 1.5.2 -mlflow_version: 2.16.2 -model_size_bytes: 550214 -model_uuid: a65ad35a2802443089c9fe38ec875a90 -run_id: b156c9422edb47189a8c674377894450 -signature: - inputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float64", "shape": [-1, 33]}}]' - outputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float64", "shape": [-1, - 6]}}]' - params: null -utc_time_created: '2024-09-30 13:11:35.103504' diff --git a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/artifacts/model/conda.yaml b/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/artifacts/model/conda.yaml deleted file mode 100644 index 0fcc3cb5715a8e10f788d928c3dad76e28e70059..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/artifacts/model/conda.yaml +++ /dev/null @@ -1,15 +0,0 @@ -channels: -- conda-forge -dependencies: -- python=3.11.0 -- pip<=24.2 -- pip: - - mlflow==2.16.2 - - cloudpickle==3.0.0 - - numpy==1.26.2 - - pandas==2.2.2 - - psutil==5.9.4 - - scikit-learn==1.5.2 - - scipy==1.11.4 - - typing==3.7.4.3 -name: mlflow-env diff --git a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/artifacts/model/model.pkl b/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/artifacts/model/model.pkl deleted file mode 100644 index 9b3b592eff076b921155eefa4f6a7ef2112c8313..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/artifacts/model/model.pkl +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f808d090ecf31cbaa063890df5144c205ee913b0a3b37d2f99a17b66dbd436b3 -size 550214 diff --git a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/artifacts/model/python_env.yaml b/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/artifacts/model/python_env.yaml deleted file mode 100644 index 5eb100510e4e711512af01aa496b835381a7a2fb..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/artifacts/model/python_env.yaml +++ /dev/null @@ -1,7 +0,0 @@ -python: 3.11.0 -build_dependencies: -- pip==24.2 -- setuptools==65.5.0 -- wheel==0.41.2 -dependencies: -- 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a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/inputs/d07fcbd862d2174457a804274fbedf9a/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: 19d2a1faf215ef44b979bbf135902c21 -destination_type: RUN -source_id: 19d2a1faf215ef44b979bbf135902c21 -source_type: DATASET -tags: - mlflow.data.context: eval diff --git a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/inputs/f1269a429d88b2741cdc054bf479f5ab/meta.yaml b/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/inputs/f1269a429d88b2741cdc054bf479f5ab/meta.yaml deleted file mode 100644 index 17c34ad08903a4ce3ec908a63642f36f025e6715..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/inputs/f1269a429d88b2741cdc054bf479f5ab/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: dd4d89a524510f8914834c3bc9cd9e95 -destination_type: RUN -source_id: dd4d89a524510f8914834c3bc9cd9e95 -source_type: DATASET -tags: - mlflow.data.context: train diff --git a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/meta.yaml b/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/meta.yaml deleted file mode 100644 index 8bb4f36427d75a482be2909d6dcbd23029fa0463..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/meta.yaml +++ /dev/null @@ -1,15 +0,0 @@ -artifact_uri: file:///C:/Users/User/ML4I/air-quality-forecast/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/artifacts -end_time: 1727701964263 -entry_point_name: '' -experiment_id: '831635215727137506' -lifecycle_stage: active -run_id: b156c9422edb47189a8c674377894450 -run_name: resilient-fly-307 -run_uuid: b156c9422edb47189a8c674377894450 -source_name: '' -source_type: 4 -source_version: '' -start_time: 1727701889512 -status: 3 -tags: [] -user_id: User diff --git a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/metrics/system/cpu_utilization_percentage 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a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/metrics/system/disk_usage_percentage +++ /dev/null @@ -1,5 +0,0 @@ -1727701903364 83.8 0 -1727701917862 83.8 1 -1727701928223 83.8 2 -1727701939709 83.8 3 -1727701960625 83.8 4 diff --git a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/metrics/system/gpu_0_memory_usage_megabytes b/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/metrics/system/gpu_0_memory_usage_megabytes deleted file mode 100644 index 1547eb1f05884b08f6d8978ed6ee34745b77462b..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/metrics/system/gpu_0_memory_usage_megabytes +++ /dev/null @@ -1,5 +0,0 @@ -1727701903364 222.1 0 -1727701917862 202.5 1 -1727701928223 189.4 2 -1727701939709 197.9 3 -1727701960625 251.0 4 diff --git a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/metrics/system/gpu_0_memory_usage_percentage 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0.0 2 -1727701939709 0.0 3 -1727701960625 13.0 4 diff --git a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/metrics/system/network_receive_megabytes b/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/metrics/system/network_receive_megabytes deleted file mode 100644 index 8cb8fa4c5b11f456bddc43b30fb7f0e69d772895..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/metrics/system/network_receive_megabytes +++ /dev/null @@ -1,5 +0,0 @@ -1727701903364 0.0 0 -1727701917862 0.06129099999998289 1 -1727701928223 0.06274200000007113 2 -1727701939709 0.27211099999999533 3 -1727701960625 0.29095300000005864 4 diff --git a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/metrics/system/network_transmit_megabytes b/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/metrics/system/network_transmit_megabytes deleted file mode 100644 index 3d259d2ca83e27e37fa947165d5eec52ea0b459a..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/metrics/system/network_transmit_megabytes +++ /dev/null @@ -1,5 +0,0 @@ -1727701903364 0.0 0 -1727701917862 0.05474099999999993 1 -1727701928223 0.05743400000000065 2 -1727701939709 0.1307210000000012 3 -1727701960625 0.14208700000000007 4 diff --git a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/metrics/system/system_memory_usage_megabytes b/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/metrics/system/system_memory_usage_megabytes deleted file mode 100644 index 2040b787cf1dbced5d04a6cdab8f669b6c4e926c..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/metrics/system/system_memory_usage_megabytes +++ /dev/null @@ -1,5 +0,0 @@ -1727701903364 16706.7 0 -1727701917862 16327.5 1 -1727701928223 16439.2 2 -1727701939709 16576.3 3 -1727701960625 16627.0 4 diff --git a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/metrics/system/system_memory_usage_percentage b/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/metrics/system/system_memory_usage_percentage deleted file mode 100644 index d20d460571d2e2fa8da6979f8797130d24696152..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/metrics/system/system_memory_usage_percentage +++ /dev/null @@ -1,5 +0,0 @@ -1727701903364 98.4 0 -1727701917862 96.1 1 -1727701928223 96.8 2 -1727701939709 97.6 3 -1727701960625 97.9 4 diff --git a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/metrics/training_mean_absolute_error b/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/metrics/training_mean_absolute_error deleted file mode 100644 index 820b98b3c26f30b1a8eacfa19a2b5f3834f7e00d..0000000000000000000000000000000000000000 --- 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file diff --git a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/params/max_depth b/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/params/max_depth deleted file mode 100644 index 3e932fe8f188bb6dbcb02afe1306fa6e0b90357b..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/params/max_depth +++ /dev/null @@ -1 +0,0 @@ -34 \ No newline at end of file diff --git a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/params/max_features b/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/params/max_features deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/params/max_features +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/831635215727137506/b156c9422edb47189a8c674377894450/params/max_leaf_nodes 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a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/inputs/268c372ed9a654a845dec3c3208e20f2/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: dd4d89a524510f8914834c3bc9cd9e95 -destination_type: RUN -source_id: dd4d89a524510f8914834c3bc9cd9e95 -source_type: DATASET -tags: - mlflow.data.context: train diff --git a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/inputs/b2b33ae00d1f62d1ba8998eb5f3ce642/meta.yaml b/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/inputs/b2b33ae00d1f62d1ba8998eb5f3ce642/meta.yaml deleted file mode 100644 index 0d23962544e9c5bbff49ce19eead882e54f84310..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/inputs/b2b33ae00d1f62d1ba8998eb5f3ce642/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: 19d2a1faf215ef44b979bbf135902c21 -destination_type: RUN -source_id: 19d2a1faf215ef44b979bbf135902c21 -source_type: DATASET -tags: - mlflow.data.context: eval diff --git a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/meta.yaml b/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/meta.yaml deleted file mode 100644 index 861b8c0ed4a64fb6d19f6e0ff76c5ed8a4ce7a22..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/meta.yaml +++ /dev/null @@ -1,15 +0,0 @@ -artifact_uri: file:///C:/Users/User/ML4I/air-quality-forecast/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/artifacts -end_time: 1727651579550 -entry_point_name: '' -experiment_id: '831635215727137506' -lifecycle_stage: active -run_id: b5c9ec28a72e4fce991abb23407e5f1b -run_name: nimble-robin-910 -run_uuid: b5c9ec28a72e4fce991abb23407e5f1b -source_name: '' -source_type: 4 -source_version: '' -start_time: 1727651496991 -status: 3 -tags: [] -user_id: User diff --git a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/system/cpu_utilization_percentage 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a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/system/gpu_0_memory_usage_percentage b/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/system/gpu_0_memory_usage_percentage deleted file mode 100644 index eef0ae8b47269a967a22aec2662935ef4bde082f..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/system/gpu_0_memory_usage_percentage +++ /dev/null @@ -1,6 +0,0 @@ -1727651517197 8.9 0 -1727651527533 8.7 1 -1727651537952 10.5 2 -1727651548195 9.9 3 -1727651558368 8.3 4 -1727651571370 9.0 5 diff --git a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/system/gpu_0_utilization_percentage b/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/system/gpu_0_utilization_percentage deleted file mode 100644 index 7af255a4abfa612fcc03eff58bc8135b414bcac8..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/system/gpu_0_utilization_percentage +++ /dev/null @@ -1,6 +0,0 @@ -1727651517197 14.0 0 -1727651527533 20.0 1 -1727651537952 23.0 2 -1727651548195 17.0 3 -1727651558368 0.0 4 -1727651571370 0.0 5 diff --git a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/system/network_receive_megabytes b/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/system/network_receive_megabytes deleted file mode 100644 index 33d7df6bb60e3135c78cc185f5ff2d639581ce72..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/system/network_receive_megabytes +++ /dev/null @@ -1,6 +0,0 @@ -1727651517197 0.0005590000000665896 0 -1727651527533 0.08160499999996773 1 -1727651537952 0.09924999999998363 2 -1727651548195 0.1012070000000449 3 -1727651558368 0.41190400000004956 4 -1727651571370 0.43014000000005126 5 diff --git a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/system/network_transmit_megabytes b/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/system/network_transmit_megabytes deleted file mode 100644 index f468cb8f385af7b187e11bfe40339d5b4deb6f36..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/system/network_transmit_megabytes +++ /dev/null @@ -1,6 +0,0 @@ -1727651517197 0.00039799999998990643 0 -1727651527533 0.06054000000000315 1 -1727651537952 0.07431900000000269 2 -1727651548195 0.07542399999999816 3 -1727651558368 0.141208000000006 4 -1727651571370 0.15601599999999394 5 diff --git a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/system/system_memory_usage_megabytes b/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/system/system_memory_usage_megabytes deleted file mode 100644 index 11f23d704ee2eb4518b9d5a429ca984b29c47f8a..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/system/system_memory_usage_megabytes +++ /dev/null @@ -1,6 +0,0 @@ -1727651517197 15815.2 0 -1727651527533 16031.4 1 -1727651537952 16229.8 2 -1727651548195 16279.1 3 -1727651558368 16353.2 4 -1727651571370 16257.2 5 diff --git a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/system/system_memory_usage_percentage b/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/system/system_memory_usage_percentage deleted file mode 100644 index 9d5de0140b9a6f1d06427ee904e02f34344a160b..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/system/system_memory_usage_percentage +++ /dev/null @@ -1,6 +0,0 @@ -1727651517197 93.1 0 -1727651527533 94.4 1 -1727651537952 95.6 2 -1727651548195 95.8 3 -1727651558368 96.3 4 -1727651571370 95.7 5 diff --git a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/training_mean_absolute_error b/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/training_mean_absolute_error deleted file mode 100644 index f15fbf632403442a44d3cbe9e69fd00332dcaeb0..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/training_mean_absolute_error +++ /dev/null @@ -1 +0,0 @@ -1727651507678 0.03072321914083741 0 diff --git a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/training_mean_squared_error b/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/training_mean_squared_error deleted file mode 100644 index aee80e3f3740e276f9df40e804161d4c0de38266..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/training_mean_squared_error +++ /dev/null @@ -1 +0,0 @@ -1727651507678 0.18529091897770525 0 diff --git a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/training_r2_score b/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/training_r2_score deleted file mode 100644 index abfd0e626e8de39dbf6cb7cb3054e50c4fc12ade..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/training_r2_score +++ /dev/null @@ -1 +0,0 @@ -1727651507678 0.9967299090561106 0 diff --git a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/training_root_mean_squared_error b/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/training_root_mean_squared_error deleted file mode 100644 index d32169f9d19db14b21c3b6428a2feb8d6f7cbb32..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b5c9ec28a72e4fce991abb23407e5f1b/metrics/training_root_mean_squared_error +++ /dev/null @@ -1 +0,0 @@ -1727651507678 0.4304543169462995 0 diff --git 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a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/meta.yaml b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/meta.yaml deleted file mode 100644 index 44ab145405e4463e1baa0e605b553ace90b387d9..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/meta.yaml +++ /dev/null @@ -1,15 +0,0 @@ -artifact_uri: file:///C:/Users/User/ML4I/air-quality-forecast/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/artifacts -end_time: 1727701273766 -entry_point_name: '' -experiment_id: '831635215727137506' -lifecycle_stage: active -run_id: b9da05f387e141e89fd437199f5a8def -run_name: salty-koi-918 -run_uuid: b9da05f387e141e89fd437199f5a8def -source_name: '' -source_type: 4 -source_version: '' -start_time: 1727701225996 -status: 3 -tags: [] -user_id: User diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/cpu_utilization_percentage b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/cpu_utilization_percentage deleted file mode 100644 index 54151ef07df7be7bd7243346ef142341b09b0daa..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/cpu_utilization_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727701242340 99.9 0 -1727701252721 90.9 1 -1727701263273 97.0 2 -1727701273527 97.6 3 diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/disk_available_megabytes b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/disk_available_megabytes deleted file mode 100644 index 7668202ee7f3b28ff59d606e0b5cddc158edc19e..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/disk_available_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727701242340 82981.1 0 -1727701252721 83087.4 1 -1727701263273 83102.3 2 -1727701273527 83114.3 3 diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/disk_usage_megabytes b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/disk_usage_megabytes deleted file mode 100644 index 49cf4a53775cbe22875f14885dd3a2159c34eeae..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/disk_usage_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727701242340 428156.0 0 -1727701252721 428049.7 1 -1727701263273 428034.8 2 -1727701273527 428022.8 3 diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/disk_usage_percentage b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/disk_usage_percentage deleted file mode 100644 index 769866d9ab29f090f2e38127695fa89f67342fe7..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/disk_usage_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727701242340 83.8 0 -1727701252721 83.7 1 -1727701263273 83.7 2 -1727701273527 83.7 3 diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/gpu_0_memory_usage_megabytes b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/gpu_0_memory_usage_megabytes deleted file mode 100644 index 5f1adef7cde26f1a7e65c968c0d29e58996abd66..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/gpu_0_memory_usage_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727701242340 223.9 0 -1727701252721 208.7 1 -1727701263273 253.7 2 -1727701273527 216.2 3 diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/gpu_0_memory_usage_percentage b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/gpu_0_memory_usage_percentage deleted file mode 100644 index dea2e4e5df56063b9f61fca3e8d815b250e0ea92..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/gpu_0_memory_usage_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727701242340 10.4 0 -1727701252721 9.7 1 -1727701263273 11.8 2 -1727701273527 10.1 3 diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/gpu_0_utilization_percentage b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/gpu_0_utilization_percentage deleted file mode 100644 index b0375663c65b26975ba7b331ab2549bcd43ab49f..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/gpu_0_utilization_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727701242340 19.0 0 -1727701252721 11.0 1 -1727701263273 6.0 2 -1727701273527 6.0 3 diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/network_receive_megabytes b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/network_receive_megabytes deleted file mode 100644 index 87a8f9f5c3191517dbc2086bb12cee045f0742a8..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/network_receive_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727701242340 5.3999999977349944e-05 0 -1727701252721 0.008483999999953085 1 -1727701263273 0.008767999999918175 2 -1727701273527 0.1593239999999696 3 diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/network_transmit_megabytes b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/network_transmit_megabytes deleted file mode 100644 index 5c07903fbccaf7cf5841631bba97b19848a3d571..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/network_transmit_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727701242340 5.400000000221894e-05 0 -1727701252721 0.005472000000001032 1 -1727701263273 0.005637000000000114 2 -1727701273527 0.029809000000000196 3 diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/system_memory_usage_megabytes b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/system_memory_usage_megabytes deleted file mode 100644 index 555af88d9cb9b61e6f28a96b65dfedec4783d1a3..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/system_memory_usage_megabytes +++ /dev/null @@ -1,4 +0,0 @@ -1727701242340 16424.7 0 -1727701252721 16091.1 1 -1727701263273 16317.3 2 -1727701273527 16506.9 3 diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/system_memory_usage_percentage b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/system_memory_usage_percentage deleted file mode 100644 index e2ee6974365a71c724ec98ed47b84e859631e6bf..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/system/system_memory_usage_percentage +++ /dev/null @@ -1,4 +0,0 @@ -1727701242340 96.7 0 -1727701252721 94.7 1 -1727701263273 96.1 2 -1727701273527 97.2 3 diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/training_mean_absolute_error b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/training_mean_absolute_error deleted file mode 100644 index b2909d71649fd828aed8f333a3dbbb73a9cac627..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/training_mean_absolute_error +++ /dev/null @@ -1 +0,0 @@ -1727701232261 0.03072321914083741 0 diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/training_mean_squared_error b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/training_mean_squared_error deleted file mode 100644 index beb5038e8d2e567276eb21d111df7c04d42fe743..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/training_mean_squared_error +++ /dev/null @@ -1 +0,0 @@ -1727701232261 0.18529091897770525 0 diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/training_r2_score b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/training_r2_score deleted file mode 100644 index 67ba527a559392cb180d9b37e4f4629e392f98f7..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/training_r2_score +++ /dev/null @@ -1 +0,0 @@ -1727701232261 0.9967299090561106 0 diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/training_root_mean_squared_error b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/training_root_mean_squared_error deleted file mode 100644 index 461e9eee9b7d0f8eb0300cdbdbfc548c7f35fd80..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/training_root_mean_squared_error +++ /dev/null @@ -1 +0,0 @@ -1727701232261 0.4304543169462995 0 diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/training_score b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/training_score deleted file mode 100644 index d0ecc2e6a423f752b5f0d9a0e50bba9a1f4967b2..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/metrics/training_score +++ /dev/null @@ -1 +0,0 @@ -1727701232268 0.9967299090561106 0 diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/ccp_alpha b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/ccp_alpha deleted file mode 100644 index 171538eb0b00f4eddffa17929796de55b838f34b..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/ccp_alpha +++ /dev/null @@ -1 +0,0 @@ -0.0 \ No newline at end of file diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/criterion b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/criterion deleted file mode 100644 index 0dd06a9cc5a87937baa536ebeae3ee583e5becfa..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/criterion +++ /dev/null @@ -1 +0,0 @@ -squared_error \ No newline at end of file diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/max_depth b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/max_depth deleted file mode 100644 index 3e932fe8f188bb6dbcb02afe1306fa6e0b90357b..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/max_depth +++ /dev/null @@ -1 +0,0 @@ -34 \ No newline at end of file diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/max_features b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/max_features deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/max_features +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/max_leaf_nodes b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/max_leaf_nodes deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/max_leaf_nodes +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/min_impurity_decrease b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/min_impurity_decrease deleted file mode 100644 index 171538eb0b00f4eddffa17929796de55b838f34b..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/min_impurity_decrease +++ /dev/null @@ -1 +0,0 @@ -0.0 \ No newline at end of file diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/min_samples_leaf b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/min_samples_leaf deleted file mode 100644 index 56a6051ca2b02b04ef92d5150c9ef600403cb1de..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/min_samples_leaf +++ /dev/null @@ -1 +0,0 @@ -1 \ No newline at end of file diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/min_samples_split b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/min_samples_split deleted file mode 100644 index d8263ee9860594d2806b0dfd1bfd17528b0ba2a4..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/min_samples_split +++ /dev/null @@ -1 +0,0 @@ -2 \ No newline at end of file diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/min_weight_fraction_leaf b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/min_weight_fraction_leaf deleted file mode 100644 index 171538eb0b00f4eddffa17929796de55b838f34b..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/min_weight_fraction_leaf +++ /dev/null @@ -1 +0,0 @@ -0.0 \ No newline at end of file diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/monotonic_cst b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/monotonic_cst deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/monotonic_cst +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/random_state b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/random_state deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/random_state +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/splitter b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/splitter deleted file mode 100644 index e173194bb34f3a5b7fb4ca66c137c36492cdb60e..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/params/splitter +++ /dev/null @@ -1 +0,0 @@ -best \ No newline at end of file diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/tags/estimator_class b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/tags/estimator_class deleted file mode 100644 index e049541749d94d9d1c082a3495fc52a31e663a30..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/tags/estimator_class +++ /dev/null @@ -1 +0,0 @@ -sklearn.tree._classes.DecisionTreeRegressor \ No newline at end of file diff --git a/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/tags/estimator_name b/mlruns/831635215727137506/b9da05f387e141e89fd437199f5a8def/tags/estimator_name deleted file mode 100644 index 133de2e2ca4faccc3c53cd6fc5a81c142569960d..0000000000000000000000000000000000000000 --- 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a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/meta.yaml b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/meta.yaml deleted file mode 100644 index fee806ed33e89d7fc3a19a9c57394cb217eb4b6e..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/meta.yaml +++ /dev/null @@ -1,15 +0,0 @@ -artifact_uri: file:///C:/Users/User/ML4I/air-quality-forecast/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/artifacts -end_time: 1727698494108 -entry_point_name: '' -experiment_id: '831635215727137506' -lifecycle_stage: active -run_id: ba361731726e468091d65fefce69fd66 -run_name: serious-moth-932 -run_uuid: ba361731726e468091d65fefce69fd66 -source_name: '' -source_type: 4 -source_version: '' -start_time: 1727698456135 -status: 3 -tags: [] -user_id: User diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/cpu_utilization_percentage b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/cpu_utilization_percentage deleted file mode 100644 index 4022f83f63a042124f2bec94f700ce53ba4f716e..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/cpu_utilization_percentage +++ /dev/null @@ -1,3 +0,0 @@ -1727698472068 97.5 0 -1727698482452 100.0 1 -1727698492666 100.0 2 diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/disk_available_megabytes b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/disk_available_megabytes deleted file mode 100644 index dfc3d5ed07e83d3df78f659b079d1e5c32dcfb34..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/disk_available_megabytes +++ /dev/null @@ -1,3 +0,0 @@ -1727698472068 83299.6 0 -1727698482452 83300.5 1 -1727698492666 83300.1 2 diff --git 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-1727698482452 83.7 1 -1727698492666 83.7 2 diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/gpu_0_memory_usage_megabytes b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/gpu_0_memory_usage_megabytes deleted file mode 100644 index 700b263f300e80414e905026b54aa1300b5d372b..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/gpu_0_memory_usage_megabytes +++ /dev/null @@ -1,3 +0,0 @@ -1727698472068 326.9 0 -1727698482452 330.6 1 -1727698492666 338.6 2 diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/gpu_0_memory_usage_percentage b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/gpu_0_memory_usage_percentage deleted file mode 100644 index a5d7f9037ac5276edec8bd3d24755e6bfb80f8d6..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/gpu_0_memory_usage_percentage +++ /dev/null @@ -1,3 +0,0 @@ -1727698472068 15.2 0 -1727698482452 15.4 1 -1727698492666 15.8 2 diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/gpu_0_utilization_percentage b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/gpu_0_utilization_percentage deleted file mode 100644 index ada0eabbe868ff98f2fe07651df6b1f6ffa7354c..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/gpu_0_utilization_percentage +++ /dev/null @@ -1,3 +0,0 @@ -1727698472068 0.0 0 -1727698482452 15.0 1 -1727698492666 0.0 2 diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/network_receive_megabytes b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/network_receive_megabytes deleted file mode 100644 index a7d6e8e0f865a01fdca4ad10654e830078c7077d..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/network_receive_megabytes +++ /dev/null @@ -1,3 +0,0 @@ -1727698472068 0.018828999999982443 0 -1727698482452 0.11603200000001834 1 -1727698492666 0.19735800000000836 2 diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/network_transmit_megabytes b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/network_transmit_megabytes deleted file mode 100644 index 0c86d9ca94ff13e0ffb214eb78391938cc7b18c5..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/network_transmit_megabytes +++ /dev/null @@ -1,3 +0,0 @@ -1727698472068 0.01310399999999845 0 -1727698482452 0.036249999999999005 1 -1727698492666 0.05629000000000062 2 diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/system_memory_usage_megabytes b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/system_memory_usage_megabytes deleted file mode 100644 index 79a2091d65a05d9f025a7eaff8c5ec00af91a31b..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/system_memory_usage_megabytes +++ /dev/null @@ -1,3 +0,0 @@ -1727698472068 15680.7 0 -1727698482452 15554.9 1 -1727698492666 15677.6 2 diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/system_memory_usage_percentage b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/system_memory_usage_percentage deleted file mode 100644 index e975e594de16e6caedea09dbbba745aa5f2a8a68..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/system/system_memory_usage_percentage +++ /dev/null @@ -1,3 +0,0 @@ -1727698472068 92.3 0 -1727698482452 91.6 1 -1727698492666 92.3 2 diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/training_mean_absolute_error b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/training_mean_absolute_error deleted file mode 100644 index 7a77702d9f39365cd3977261be807548eb0cba50..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/training_mean_absolute_error +++ /dev/null @@ -1 +0,0 @@ -1727698462439 0.03072321914083741 0 diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/training_mean_squared_error b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/training_mean_squared_error deleted file mode 100644 index a89d00396d767f23985767cb993a8adc341dd661..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/training_mean_squared_error +++ /dev/null @@ -1 +0,0 @@ -1727698462439 0.18529091897770525 0 diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/training_r2_score b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/training_r2_score deleted file mode 100644 index 199550758c5142ce6541f400035e9a2448984cf2..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/training_r2_score +++ /dev/null @@ -1 +0,0 @@ -1727698462439 0.9967299090561106 0 diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/training_root_mean_squared_error b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/training_root_mean_squared_error deleted file mode 100644 index 00978db8bab9bbecb75798b28fb430fdd104978c..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/training_root_mean_squared_error +++ /dev/null @@ -1 +0,0 @@ -1727698462439 0.4304543169462995 0 diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/training_score b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/training_score deleted file mode 100644 index 21cfaab7f07b9d3b40b073072ab56346574faeb5..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/metrics/training_score +++ /dev/null @@ -1 +0,0 @@ -1727698462494 0.9967299090561106 0 diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/params/ccp_alpha b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/params/ccp_alpha deleted file mode 100644 index 171538eb0b00f4eddffa17929796de55b838f34b..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/params/ccp_alpha +++ /dev/null @@ -1 +0,0 @@ -0.0 \ No newline at end of file diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/params/criterion b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/params/criterion deleted file mode 100644 index 0dd06a9cc5a87937baa536ebeae3ee583e5becfa..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/params/criterion +++ /dev/null @@ -1 +0,0 @@ -squared_error \ No newline at end of file diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/params/max_depth b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/params/max_depth deleted file mode 100644 index 3e932fe8f188bb6dbcb02afe1306fa6e0b90357b..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/params/max_depth +++ /dev/null @@ -1 +0,0 @@ -34 \ No newline at end of file diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/params/max_features b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/params/max_features deleted file mode 100644 index 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a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/params/min_impurity_decrease +++ /dev/null @@ -1 +0,0 @@ -0.0 \ No newline at end of file diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/params/min_samples_leaf b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/params/min_samples_leaf deleted file mode 100644 index 56a6051ca2b02b04ef92d5150c9ef600403cb1de..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/params/min_samples_leaf +++ /dev/null @@ -1 +0,0 @@ -1 \ No newline at end of file diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/params/min_samples_split b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/params/min_samples_split deleted file mode 100644 index d8263ee9860594d2806b0dfd1bfd17528b0ba2a4..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/params/min_samples_split +++ /dev/null @@ -1 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b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/tags/estimator_class deleted file mode 100644 index e049541749d94d9d1c082a3495fc52a31e663a30..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/tags/estimator_class +++ /dev/null @@ -1 +0,0 @@ -sklearn.tree._classes.DecisionTreeRegressor \ No newline at end of file diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/tags/estimator_name b/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/tags/estimator_name deleted file mode 100644 index 133de2e2ca4faccc3c53cd6fc5a81c142569960d..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/tags/estimator_name +++ /dev/null @@ -1 +0,0 @@ -DecisionTreeRegressor \ No newline at end of file diff --git a/mlruns/831635215727137506/ba361731726e468091d65fefce69fd66/tags/mlflow.autologging 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-r requirements.txt diff --git a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/artifacts/model/requirements.txt b/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/artifacts/model/requirements.txt deleted file mode 100644 index a5c5ad219eeedd89e3e6e4f2b194dea4d044073c..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/artifacts/model/requirements.txt +++ /dev/null @@ -1,8 +0,0 @@ -mlflow==2.16.2 -cloudpickle==3.0.0 -numpy==1.26.2 -pandas==2.2.2 -psutil==5.9.4 -scikit-learn==1.5.2 -scipy==1.11.4 -typing==3.7.4.3 \ No newline at end of file diff --git a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/inputs/a6d43021111a5a5590b3fd6194491f99/meta.yaml b/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/inputs/a6d43021111a5a5590b3fd6194491f99/meta.yaml deleted file mode 100644 index 0d23962544e9c5bbff49ce19eead882e54f84310..0000000000000000000000000000000000000000 --- 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a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/meta.yaml b/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/meta.yaml deleted file mode 100644 index d16e41e3c0009447b56471aadbf1a39f9289bb06..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/meta.yaml +++ /dev/null @@ -1,15 +0,0 @@ -artifact_uri: file:///C:/Users/User/ML4I/air-quality-forecast/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/artifacts -end_time: 1727698165033 -entry_point_name: '' -experiment_id: '831635215727137506' -lifecycle_stage: active -run_id: d564fcce492f461cab7c4ef8e14d9ec0 -run_name: honorable-shark-452 -run_uuid: d564fcce492f461cab7c4ef8e14d9ec0 -source_name: '' -source_type: 4 -source_version: '' -start_time: 1727698101309 -status: 3 -tags: [] -user_id: User diff --git a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/metrics/system/cpu_utilization_percentage 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83306.0 2 -1727698151457 83269.5 3 -1727698161982 83228.0 4 diff --git a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/metrics/system/disk_usage_megabytes b/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/metrics/system/disk_usage_megabytes deleted file mode 100644 index 97e1b3d3e15b3aa2e6e8155a0305a349a8549b21..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/metrics/system/disk_usage_megabytes +++ /dev/null @@ -1,5 +0,0 @@ -1727698119186 427813.2 0 -1727698129605 427843.5 1 -1727698140832 427831.1 2 -1727698151457 427867.6 3 -1727698161982 427909.1 4 diff --git a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/metrics/system/disk_usage_percentage b/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/metrics/system/disk_usage_percentage deleted file mode 100644 index 616bf83bbb222918bb1f102a9acd5179874168c3..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/metrics/system/disk_usage_percentage +++ /dev/null @@ -1,5 +0,0 @@ -1727698119186 83.7 0 -1727698129605 83.7 1 -1727698140832 83.7 2 -1727698151457 83.7 3 -1727698161982 83.7 4 diff --git a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/metrics/system/gpu_0_memory_usage_megabytes b/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/metrics/system/gpu_0_memory_usage_megabytes deleted file mode 100644 index 64cf3b67cb0a35bed1d560aaae60ac2b7954fb4d..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/metrics/system/gpu_0_memory_usage_megabytes +++ /dev/null @@ -1,5 +0,0 @@ -1727698119186 298.5 0 -1727698129605 289.1 1 -1727698140832 276.8 2 -1727698151457 291.5 3 -1727698161982 361.7 4 diff --git a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/metrics/system/gpu_0_memory_usage_percentage 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6518b4f9b6db508e63c08b3d362937fc17e93bf1..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/metrics/system/network_transmit_megabytes +++ /dev/null @@ -1,5 +0,0 @@ -1727698119186 0.0 0 -1727698129605 0.07825799999999994 1 -1727698140832 0.18222999999999878 2 -1727698151457 0.3624899999999993 3 -1727698161982 0.39522699999999844 4 diff --git a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/metrics/system/system_memory_usage_megabytes b/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/metrics/system/system_memory_usage_megabytes deleted file mode 100644 index 87dab11d71e69b290417a39079410bffa8c9dece..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/metrics/system/system_memory_usage_megabytes +++ /dev/null @@ -1,5 +0,0 @@ -1727698119186 15451.1 0 -1727698129605 15731.8 1 -1727698140832 16076.8 2 -1727698151457 16413.2 3 -1727698161982 16592.1 4 diff --git a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/metrics/system/system_memory_usage_percentage b/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/metrics/system/system_memory_usage_percentage deleted file mode 100644 index a003084484c549783b36ae192455ade151b986bb..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/metrics/system/system_memory_usage_percentage +++ /dev/null @@ -1,5 +0,0 @@ -1727698119186 91.0 0 -1727698129605 92.6 1 -1727698140832 94.7 2 -1727698151457 96.6 3 -1727698161982 97.7 4 diff --git a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/metrics/training_mean_absolute_error b/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/metrics/training_mean_absolute_error deleted file mode 100644 index 22b92f67c0659d24df8887a220367505ac8feb1f..0000000000000000000000000000000000000000 --- 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file diff --git a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/params/max_depth b/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/params/max_depth deleted file mode 100644 index 3e932fe8f188bb6dbcb02afe1306fa6e0b90357b..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/params/max_depth +++ /dev/null @@ -1 +0,0 @@ -34 \ No newline at end of file diff --git a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/params/max_features b/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/params/max_features deleted file mode 100644 index 4af18322e32f3dd19579c80e26e4a306ad11e049..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/params/max_features +++ /dev/null @@ -1 +0,0 @@ -None \ No newline at end of file diff --git a/mlruns/831635215727137506/d564fcce492f461cab7c4ef8e14d9ec0/params/max_leaf_nodes 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- - - \ No newline at end of file diff --git a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/artifacts/model/MLmodel b/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/artifacts/model/MLmodel deleted file mode 100644 index 0934cbaa76923e1c66d37ad417999ea7ea06f100..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/artifacts/model/MLmodel +++ /dev/null @@ -1,25 +0,0 @@ -artifact_path: model -flavors: - python_function: - env: - conda: conda.yaml - virtualenv: python_env.yaml - loader_module: mlflow.sklearn - model_path: model.pkl - predict_fn: predict - python_version: 3.11.0 - sklearn: - code: null - pickled_model: model.pkl - serialization_format: cloudpickle - sklearn_version: 1.5.2 -mlflow_version: 2.16.2 -model_size_bytes: 550214 -model_uuid: 5a62418a3c3d4007ac577c010dffebd4 -run_id: f90f4a09145b4c1fbeb04c9cb94de9d8 -signature: - inputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float64", "shape": 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b/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/artifacts/model/model.pkl deleted file mode 100644 index 9b3b592eff076b921155eefa4f6a7ef2112c8313..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/artifacts/model/model.pkl +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f808d090ecf31cbaa063890df5144c205ee913b0a3b37d2f99a17b66dbd436b3 -size 550214 diff --git a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/artifacts/model/python_env.yaml b/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/artifacts/model/python_env.yaml deleted file mode 100644 index 5eb100510e4e711512af01aa496b835381a7a2fb..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/artifacts/model/python_env.yaml +++ /dev/null @@ -1,7 +0,0 @@ -python: 3.11.0 -build_dependencies: -- pip==24.2 -- setuptools==65.5.0 -- wheel==0.41.2 -dependencies: -- 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a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/inputs/42ab7094addb4f8de6944670f66c151f/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: 19d2a1faf215ef44b979bbf135902c21 -destination_type: RUN -source_id: 19d2a1faf215ef44b979bbf135902c21 -source_type: DATASET -tags: - mlflow.data.context: eval diff --git a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/inputs/711dd1a42563eed651f1e057604a8152/meta.yaml b/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/inputs/711dd1a42563eed651f1e057604a8152/meta.yaml deleted file mode 100644 index 17c34ad08903a4ce3ec908a63642f36f025e6715..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/inputs/711dd1a42563eed651f1e057604a8152/meta.yaml +++ /dev/null @@ -1,6 +0,0 @@ -destination_id: dd4d89a524510f8914834c3bc9cd9e95 -destination_type: RUN -source_id: dd4d89a524510f8914834c3bc9cd9e95 -source_type: DATASET -tags: - mlflow.data.context: train diff --git a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/meta.yaml b/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/meta.yaml deleted file mode 100644 index 8ebe10ddf22cb49e3f2b2f750b3068b27232e0f5..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/meta.yaml +++ /dev/null @@ -1,15 +0,0 @@ -artifact_uri: file:///C:/Users/User/ML4I/air-quality-forecast/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/artifacts -end_time: 1727701574017 -entry_point_name: '' -experiment_id: '831635215727137506' -lifecycle_stage: active -run_id: f90f4a09145b4c1fbeb04c9cb94de9d8 -run_name: fearless-stag-366 -run_uuid: f90f4a09145b4c1fbeb04c9cb94de9d8 -source_name: '' -source_type: 4 -source_version: '' -start_time: 1727701543479 -status: 3 -tags: [] -user_id: User diff --git a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/metrics/system/cpu_utilization_percentage 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a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/metrics/system/gpu_0_memory_usage_megabytes b/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/metrics/system/gpu_0_memory_usage_megabytes deleted file mode 100644 index 18dcf2da1e23199b539ece89318b243ee2d9417e..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/metrics/system/gpu_0_memory_usage_megabytes +++ /dev/null @@ -1,2 +0,0 @@ -1727701556826 229.3 0 -1727701567138 207.2 1 diff --git a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/metrics/system/gpu_0_memory_usage_percentage b/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/metrics/system/gpu_0_memory_usage_percentage deleted file mode 100644 index e8040029c88b47a8544ee8a16c2b8786088f5e90..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/metrics/system/gpu_0_memory_usage_percentage +++ /dev/null @@ -1,2 +0,0 @@ -1727701556826 10.7 0 -1727701567138 9.7 1 diff --git a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/metrics/system/gpu_0_utilization_percentage b/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/metrics/system/gpu_0_utilization_percentage deleted file mode 100644 index 1b5e7575d1e706dad8abcdf91dfbfb8d7280dce1..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/metrics/system/gpu_0_utilization_percentage +++ /dev/null @@ -1,2 +0,0 @@ -1727701556826 37.0 0 -1727701567138 5.0 1 diff --git a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/metrics/system/network_receive_megabytes b/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/metrics/system/network_receive_megabytes deleted file mode 100644 index 19ba2267b50d0be5864cf2a7477f3d6498d986b4..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/metrics/system/network_receive_megabytes +++ /dev/null @@ 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a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/metrics/system/system_memory_usage_megabytes +++ /dev/null @@ -1,2 +0,0 @@ -1727701556826 16553.7 0 -1727701567138 16569.9 1 diff --git a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/metrics/system/system_memory_usage_percentage b/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/metrics/system/system_memory_usage_percentage deleted file mode 100644 index 1a6d1007426024ccf1c6a05cea02a883c7882e39..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/metrics/system/system_memory_usage_percentage +++ /dev/null @@ -1,2 +0,0 @@ -1727701556826 97.5 0 -1727701567138 97.6 1 diff --git a/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/metrics/training_mean_absolute_error b/mlruns/831635215727137506/f90f4a09145b4c1fbeb04c9cb94de9d8/metrics/training_mean_absolute_error deleted file mode 100644 index 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a/mlruns/831635215727137506/f9d95f6ab6284f25a8ff08937c3ce6c3/tags/estimator_name +++ /dev/null @@ -1 +0,0 @@ -DecisionTreeRegressor \ No newline at end of file diff --git a/mlruns/831635215727137506/f9d95f6ab6284f25a8ff08937c3ce6c3/tags/mlflow.log-model.history b/mlruns/831635215727137506/f9d95f6ab6284f25a8ff08937c3ce6c3/tags/mlflow.log-model.history deleted file mode 100644 index f2565c98f89cd9ba63486687e6cebbe76f1ba6f6..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/f9d95f6ab6284f25a8ff08937c3ce6c3/tags/mlflow.log-model.history +++ /dev/null @@ -1 +0,0 @@ -[{"run_id": "f9d95f6ab6284f25a8ff08937c3ce6c3", "artifact_path": "model", "utc_time_created": "2024-09-30 16:10:29.014833", "model_uuid": "6bc9eb6392be4797862b3282c0706da8", "flavors": {"python_function": {"model_path": "model.pkl", "predict_fn": "predict", "loader_module": "mlflow.sklearn", "python_version": "3.11.0", "env": {"conda": "conda.yaml", "virtualenv": "python_env.yaml"}}, "sklearn": 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DecisionTreeRegressor(max_depth=34)
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- - - \ No newline at end of file diff --git a/mlruns/831635215727137506/fd9daff8346f4f7f95cb62d4c3d2b65b/artifacts/model/MLmodel b/mlruns/831635215727137506/fd9daff8346f4f7f95cb62d4c3d2b65b/artifacts/model/MLmodel deleted file mode 100644 index db7cfda328ef14133b52649a65908fc4c0721b67..0000000000000000000000000000000000000000 --- a/mlruns/831635215727137506/fd9daff8346f4f7f95cb62d4c3d2b65b/artifacts/model/MLmodel +++ /dev/null @@ -1,25 +0,0 @@ -artifact_path: model -flavors: - python_function: - env: - conda: conda.yaml - virtualenv: python_env.yaml - loader_module: mlflow.sklearn - model_path: model.pkl - predict_fn: predict - python_version: 3.11.0 - sklearn: - code: null - pickled_model: model.pkl - serialization_format: cloudpickle - sklearn_version: 1.5.2 -mlflow_version: 2.16.2 -model_size_bytes: 550214 -model_uuid: 1a0883a7eed448deb0b9153c596ef53b -run_id: fd9daff8346f4f7f95cb62d4c3d2b65b -signature: - inputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float64", "shape": 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RandomForestRegressor(max_depth=34)
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+
GaussianProcessRegressor(kernel=1**2 * Matern(length_scale=[1, 1, 1, 1, 1, 1, 1, 1, 1], nu=2.5) + WhiteKernel(noise_level=1),
+                         n_restarts_optimizer=2, noise='gaussian',
+                         normalize_y=True, random_state=1395647406)
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- - - \ No newline at end of file diff --git a/notebooks/mlruns/198715715112686074/52f57b6703c24a42b9d9f06dd4e06e42/artifacts/model/MLmodel b/notebooks/mlruns/198715715112686074/52f57b6703c24a42b9d9f06dd4e06e42/artifacts/model/MLmodel deleted file mode 100644 index 0f9e52c7c9a6d4eff32ab98d09390a5497bc0b50..0000000000000000000000000000000000000000 --- a/notebooks/mlruns/198715715112686074/52f57b6703c24a42b9d9f06dd4e06e42/artifacts/model/MLmodel +++ /dev/null @@ -1,25 +0,0 @@ -artifact_path: model -flavors: - python_function: - env: - conda: conda.yaml - virtualenv: python_env.yaml - loader_module: mlflow.sklearn - model_path: model.pkl - predict_fn: predict - python_version: 3.11.0 - sklearn: - code: null - pickled_model: model.pkl - serialization_format: cloudpickle - sklearn_version: 1.5.2 -mlflow_version: 2.16.2 -model_size_bytes: 550214 -model_uuid: 9d0e9edba8f440039cea0f78d80b0a82 -run_id: 52f57b6703c24a42b9d9f06dd4e06e42 -signature: - inputs: '[{"type": "tensor", "tensor-spec": 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DecisionTreeRegressor(max_depth=34)
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4.186873842725139 0 diff --git a/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/metrics/training_mean_squared_error b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/metrics/training_mean_squared_error new file mode 100644 index 0000000000000000000000000000000000000000..1adf09112b950ec8d6f0e0861ba00812ef6be6c9 --- /dev/null +++ b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/metrics/training_mean_squared_error @@ -0,0 +1 @@ +1727956647240 34.664730921702976 0 diff --git a/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/metrics/training_r2_score b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/metrics/training_r2_score new file mode 100644 index 0000000000000000000000000000000000000000..1567393a218eee51a405941eeac14624731bf53c --- /dev/null +++ b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/metrics/training_r2_score @@ -0,0 +1 @@ +1727956647240 0.49584244131973493 0 diff --git a/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/metrics/training_root_mean_squared_error b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/metrics/training_root_mean_squared_error new file mode 100644 index 0000000000000000000000000000000000000000..badc44bc18f8297a872288d2dedcbd7044c10064 --- /dev/null +++ b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/metrics/training_root_mean_squared_error @@ -0,0 +1 @@ +1727956647240 5.887676190289593 0 diff --git a/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/metrics/training_score b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/metrics/training_score new file mode 100644 index 0000000000000000000000000000000000000000..29ea9286cd92e26a6a0de527471078d7fb222e9d --- /dev/null +++ b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/metrics/training_score @@ -0,0 +1 @@ +1727956647241 0.49584244131973493 0 diff --git a/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/alpha b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/alpha new file mode 100644 index 0000000000000000000000000000000000000000..7364623c0ea9c45183fdc110f9810a8fd45ed2be --- /dev/null +++ b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/alpha @@ -0,0 +1 @@ +1e-10 \ No newline at end of file diff --git a/mlruns/149819317988706962/135e604974134ca4877227251e765174/params/ccp_alpha b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/ccp_alpha similarity index 100% rename from mlruns/149819317988706962/135e604974134ca4877227251e765174/params/ccp_alpha rename to notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/ccp_alpha diff --git a/mlruns/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/params/bootstrap b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/copy_X_train similarity index 100% rename from mlruns/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/params/bootstrap rename to notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/copy_X_train diff --git a/mlruns/149819317988706962/15225421949b40d1a7edf73fbc1c5acc/params/criterion b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/criterion similarity index 100% rename from mlruns/149819317988706962/15225421949b40d1a7edf73fbc1c5acc/params/criterion rename to notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/criterion diff --git a/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel new file mode 100644 index 0000000000000000000000000000000000000000..092327021a8a3c33b65192397187731fa790cafe --- /dev/null +++ b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel @@ -0,0 +1 @@ +1**2 * Matern(length_scale=[1, 1, 1, 1, 1, 1, 1], nu=2.5) + WhiteKernel(noise_level=1) \ No newline at end of file diff --git a/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel__k1 b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel__k1 new file mode 100644 index 0000000000000000000000000000000000000000..4d6168bdb98e9f4d30e8d1cd3cdbb08802e9fc42 --- /dev/null +++ b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel__k1 @@ -0,0 +1 @@ +1**2 * Matern(length_scale=[1, 1, 1, 1, 1, 1, 1], nu=2.5) \ No newline at end of file diff --git a/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel__k1__k1 b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel__k1__k1 new file mode 100644 index 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b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel__k1__k2__length_scale new file mode 100644 index 0000000000000000000000000000000000000000..ac580e2d9caffb5a3981f7fc44a1f31f9897282d --- /dev/null +++ b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel__k1__k2__length_scale @@ -0,0 +1 @@ +[1. 1. 1. 1. 1. 1. 1.] \ No newline at end of file diff --git a/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel__k1__k2__length_scale_bounds b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel__k1__k2__length_scale_bounds new file mode 100644 index 0000000000000000000000000000000000000000..f91c03a37f2027e7208796865de7955f6ce40812 --- /dev/null +++ b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel__k1__k2__length_scale_bounds @@ -0,0 +1 @@ +[(0.01, 100), (0.01, 100), (0.01, 100), (0.01, 100), (0.01, 100), (0.01, 100), (0.01, 100)] \ No newline at end of file diff --git a/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel__k1__k2__nu b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel__k1__k2__nu new file mode 100644 index 0000000000000000000000000000000000000000..68151b2e100d81a8e6521a3c29d354e582323ad7 --- /dev/null +++ b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel__k1__k2__nu @@ -0,0 +1 @@ +2.5 \ No newline at end of file diff --git a/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel__k2 b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel__k2 new file mode 100644 index 0000000000000000000000000000000000000000..b61e7057f35ffcdd3c66009c0b167f64ce7d6f93 --- /dev/null +++ b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel__k2 @@ -0,0 +1 @@ +WhiteKernel(noise_level=1) \ No newline at end of file diff --git a/mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/params/max_features b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel__k2__noise_level similarity index 100% rename from mlruns/149819317988706962/482f080397f8479f94024fbed2a3937a/params/max_features rename to notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel__k2__noise_level diff --git a/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel__k2__noise_level_bounds b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel__k2__noise_level_bounds new file mode 100644 index 0000000000000000000000000000000000000000..3d706fcdd07334e4fc20a564b0d0edff7706d66e --- /dev/null +++ b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/kernel__k2__noise_level_bounds @@ -0,0 +1 @@ +(1e-05, 100000.0) \ No newline at end of file diff --git a/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/max_depth b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/max_depth new file mode 100644 index 0000000000000000000000000000000000000000..2b82dfea308730c4f925388dbb683e6eae360640 --- /dev/null +++ b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/max_depth @@ -0,0 +1 @@ +60 \ No newline at end of file diff --git a/mlruns/149819317988706962/135e604974134ca4877227251e765174/params/max_samples b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/max_features similarity index 100% rename from mlruns/149819317988706962/135e604974134ca4877227251e765174/params/max_samples rename to notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/max_features diff --git a/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/max_leaf_nodes 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b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/min_weight_fraction_leaf new file mode 100644 index 0000000000000000000000000000000000000000..f6727bee62a0d17001657320dac9fe08a82b25a9 --- /dev/null +++ b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/min_weight_fraction_leaf @@ -0,0 +1 @@ +0.0052834607609149485 \ No newline at end of file diff --git a/mlruns/149819317988706962/15225421949b40d1a7edf73fbc1c5acc/params/monotonic_cst b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/monotonic_cst similarity index 100% rename from mlruns/149819317988706962/15225421949b40d1a7edf73fbc1c5acc/params/monotonic_cst rename to notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/monotonic_cst diff --git a/mlruns/149819317988706962/39324cef8f2443b7b4b77eefe61ef6ca/params/min_samples_split b/notebooks/mlruns/247522349482579112/3cbfdb0b05ee4ebda2b1a998d3371311/params/n_restarts_optimizer 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notebooks/mlruns/371509179810119961/442b56b8dbb5497d8b360a75c6933267/params/copy_X_train diff --git a/notebooks/mlruns/371509179810119961/442b56b8dbb5497d8b360a75c6933267/params/kernel b/notebooks/mlruns/371509179810119961/442b56b8dbb5497d8b360a75c6933267/params/kernel new file mode 100644 index 0000000000000000000000000000000000000000..dc444957809b0485a5b6b2d89e4a15ab349c1839 --- /dev/null +++ b/notebooks/mlruns/371509179810119961/442b56b8dbb5497d8b360a75c6933267/params/kernel @@ -0,0 +1 @@ +1**2 * Matern(length_scale=[1, 1, 1, 1, 1, 1, 1, 1, 1], nu=2.5) + WhiteKernel(noise_level=1) \ No newline at end of file diff --git a/notebooks/mlruns/371509179810119961/442b56b8dbb5497d8b360a75c6933267/params/kernel__k1 b/notebooks/mlruns/371509179810119961/442b56b8dbb5497d8b360a75c6933267/params/kernel__k1 new file mode 100644 index 0000000000000000000000000000000000000000..ae4f56b432eeeed7c0b9a07f6290b7bf457e64d1 --- /dev/null +++ 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+++ b/notebooks/mlruns/371509179810119961/meta.yaml @@ -0,0 +1,6 @@ +artifact_location: mlflow-artifacts:/371509179810119961 +creation_time: 1727956707779 +experiment_id: '371509179810119961' +last_update_time: 1727956707779 +lifecycle_stage: active +name: XGBoost-BayesianOptimization diff --git a/notebooks/n3_model_selection_training.ipynb b/notebooks/n3_model_selection_training.ipynb index 6aa5d21db0d678bc10a30f6899b6714a7943b266..a88b1d0a9c65517fbedc2b0bab3b47e29beecfc4 100644 --- a/notebooks/n3_model_selection_training.ipynb +++ b/notebooks/n3_model_selection_training.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 10, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [