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Glosario de apuestas

Log Loss

Definición

A scoring rule for probability forecasts that heavily penalizes confident wrong predictions. Lower is better; it is the primary metric used to gate whether a machine-learning model is good enough to promote.

Términos relacionados

  • Brier Score — A forecast-accuracy score — the average squared error between predicted probabilities and outcomes. Lower is better.
  • Calibration — How well a model's stated probabilities match reality — a well-calibrated 60% pick wins about 60% of the time. Shown on a reliability curve.

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