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Model performance

Two different records, labeled separately: the live graded record of published picks, and walk-forward backtests where each season is predicted only by a model trained on earlier seasons.

Live

Graded record of published picks

Counted from the ledger’s official predictions only — one graded pick per game (the last row published before the start), never a better-looking earlier or later version.

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Backtest

Walk-forward, out-of-sample

Log loss and Brier score reward honest probabilities (lower is better). The baseline predicts the historical home-win rate for every game. ECE is the average gap between predicted and observed win rates.

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