3 ML Models · Updated Daily
NBA Game Predictions
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XGBoost, LightGBM, and CatBoost ensemble voting with player chemistry analysis and SHAP-powered explanations for every prediction.
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Games Today
0
High Confidence
—%
Avg Probability
67.7%
Model Accuracy
Today's Predictions
Ensemble model consensus for upcoming games
How It Works
Three-stage prediction pipeline
01
Ensemble Learning
Three gradient boosting models vote together: XGBoost for precision, LightGBM for speed, CatBoost for robustness.
02
Chemistry Analysis
Graph neural network analyzes 5,498 player duo combinations to capture team synergy and lineup dynamics.
03
SHAP Explanations
Every prediction includes feature importance breakdown so you understand exactly why we made the call.