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  3. Lightgbm Sport Prediction
AI Engineering15 lug 2026•Reading time18 min

LightGBM for Sports Prediction: Gradient Boosting and Brier Score

Sports prediction pipeline with LightGBM in Python: feature engineering, gradient boosting, probabilistic calibration, evaluation with Brier score on a dataset of 2000+ matches.

lightgbmgradient boostingmachine learningsport predictionbrier scoreprobabilistic calibrationfeature engineeringtemporal cross-validationpython 3.12sklearn

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Sports prediction pipeline with LightGBM in Python: feature engineering, gradient boosting, probabilistic calibration, evaluation with Brier score on a dataset of 2000+ matches.

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