Model Card Evaluation
Model Card Peer Review
- How well did the model card prepare you to use the model?
The model card briefly helped me get the model evaluation started because the card mentioned which metrics were used, how it was trained, and code to download the model. The plots accompanied with the evaluation results made it clear how well the model preformed.
- What additional information might have been helpful if you were deciding between two models that can do the same thing?
Knowing if there was a correlation or close comparisons in another feature could have been helpful to determine if another model is better.
Model Audit
How does the model performance you saw compare to the model card?
The evaluation was stated in the model card and its preformance.Do you think this model works well? what are the weaknesses or strengths?
The model is fairly weak in its predictions after the evaluation. For have close to or less than have score on both r2 and MSE, I would not use model over another.