Class MatchPredictor

java.lang.Object

org.episteme.social.sports.MatchPredictor

public final class MatchPredictor
extends Object

Predicts the statistical outcome and probability of winning for sports events.

Since:

1.0

Version:

1.1

Author:

Silvere Martin-Michiellot, Gemini AI (Google DeepMind)

Method Summary

Modifier and Type	Method	Description
static Real	winProbability(double homeRating, double awayRating, double homeAdvantage)	Calculates the probability of a home team win using an exponential logistic regression model.

Methods inherited from class Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Details

winProbability

public static Real winProbability(double homeRating,
 double awayRating,
 double homeAdvantage)

Calculates the probability of a home team win using an exponential logistic regression model.

Parameters:

homeRating - skill rating for the home team

awayRating - skill rating for the visiting team

homeAdvantage - extra weight to account for home field advantage

Returns:

probability of win (0.0 to 1.0)