In Jupyter notebook pyCarete predict_model (estimator) displays the metrics like MAE, RMSE in the cell, But not able to access it

Question

In Jupyter notebook pyCarete, predict_model (estimator) displays the metrics like MAE, RMSE in the cell, But is not able to access it. I need to assign it to a variable so I can use it in the future

score 1 · Answer 1 · answered Nov 24 '22 at 09:14

You can use pull() after any training function to return the scoring grid in pandas.DataFrame format. Then you can access specific data as usual in pandas.

Example to get the MSE value of your predict_model() call:

predict_model(...)
results = pull()
print(results.MSE[0])

Output:

34931120.0000

In Jupyter notebook pyCarete predict_model (estimator) displays the metrics like MAE, RMSE in the cell, But not able to access it

1 Answers1