All Sports Performance
EP
EPL
soccer • Performance Deep Dive
Games
Historic
Upcoming
Players
Injuries
Accuracy
58.3%
Out-of-sample
AUC-ROC
0.557
Discrimination score
Log
Loss
0.6882
Lower is better
Brier
Score
0.2446
Probability calibration
154 validation folds
Fold-by-Fold Metrics
Tipper+ requiredBetting Simulation
Tipper+Recommendation ROI
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Recommendation Win Rate
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Universe ROI
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Universe Win Rate
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Model:
LightGBMModel
Calibration:
platt
Accuracy
46.3%
Out-of-sample
AUC-ROC
0.578
Discrimination score
Log
Loss
1.0413
Lower is better
Brier
Score
N/A (multiclass)
Probability calibration
171 validation folds
Fold-by-Fold Metrics
Tipper+ requiredBetting Simulation
Tipper+Recommendation ROI
�
Recommendation Win Rate
�
Universe ROI
�
Universe Win Rate
�
Tipper membership required
Become a Tipper
Model:
LightGBMModel
Calibration:
none (multiclass)