Face-off Probability, part of NHL Edge IQ: Predicting face-off winners in real time during televised games
AWS Machine Learning
OCTOBER 5, 2022
The decision tree provided the cut-offs for each metric, which we included as rules-based logic in the streaming application. At the end, we found that the LightGBM model worked best with well-calibrated accuracy metrics. To evaluate the performance of the models, we used multiple techniques.
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