All Sports Performance
ML

MLS

soccer • Performance Deep Dive

Games Historic Upcoming Players Injuries
Accuracy
89.8%

Out-of-sample

AUC-ROC
0.511

Discrimination score

Log Loss
0.4507

Lower is better

Brier Score
0.0952

Probability calibration

103 validation folds

Fold-by-Fold Metrics

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Betting Simulation

Tipper+
Recommendation ROI
Recommendation Win Rate
Universe ROI
Universe Win Rate

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Model: LogisticRegressionModel
Calibration: platt
Accuracy
44.4%

Out-of-sample

AUC-ROC
0.485

Discrimination score

Log Loss
1.1914

Lower is better

Brier Score
N/A (multiclass)

Probability calibration

169 validation folds

Fold-by-Fold Metrics

Tipper+ required

Tipper membership required

Unlock fold-level charts to identify training stability.

Become a Tipper

Betting Simulation

Tipper+
Recommendation ROI
Recommendation Win Rate
Universe ROI
Universe Win Rate

Tipper membership required

Become a Tipper
Model: LogisticRegressionModel
Calibration: none (multiclass)