feat: add all metrics at notebook.

[arima-tsukasa]

@kimusaku @AkiraUra

fixes : sapientml/sapientml#72 Change final_script.py and final_script.py.ipynb to display the metrics that can be output. It is as follows.

• classification:
  • F1
  • AUC
  • Accuracy
  • Gini
  • LogLoss
  • ROC_AUC
  • MCC
  • QWK
• regression:
  • R2
  • RMSLE
  • RMSE
  • MAE

However, Map@K is displayed only when specified.

[arima-tsukasa]

https://github.com/sapientml/core/pull/54#pullrequestreview-1921759445

Duplicate evaluation removed.

[arima-tsukasa]

updated catboost from 1.2.2 to 1.2.3. Corrected actions for changes.

https://github.com/catboost/catboost/releases/tag/v1.2.3 [Breaking change]. Support a separate boolean target type, now predictions for models that have been trained with boolean targets will also be boolean instead of , strings as before. Such models will be incompatible with the previous versions of CatBoost appliers. If you want the old behavior convert your target to , strings before training. #1954ClassTrueFalseFalseTrue

[codecov[bot]]

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