Predict football punt and kickoff return yards with fat-tailed distribution using GluonTS
AWS Machine Learning
FEBRUARY 2, 2023
For evaluation, we kept the metric used in the Kaggle competition, the continuous ranked probability score (CRPS) , which can be seen as an alternative to the log-likelihood that is more robust to outliers. We also used the Pearson correlation coefficient and the RMSE as general and interpretable accuracy metrics.
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