Face-off Probability, part of NHL Edge IQ: Predicting face-off winners in real time during televised games
AWS Machine Learning
OCTOBER 5, 2022
To assess different features and how they might influence the model, we conducted extensive feature analysis as part of the exploratory phase. At the end, we found that the LightGBM model worked best with well-calibrated accuracy metrics. We used a mix of univariate tests and multivariate tests.
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