Feature engineering and selection for predicting regular season NBA games with CatBoost.
https://www.kaggle.com/noobiedatascientist/feature-selection-in-the-nba/notebook
Players by year using PCA:
Best team ELO rating by year:
SHAP analysis:
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Performed feature engineering in an NBA dataset in order to predict the game outcome. Experimented with various methods of feature selection and compared predictive performance.
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