Sports prediction system: architecture, evaluation, and best practices

A sports prediction system is the complete architecture — data infrastructure, probability model, filtering algorithm, and performance tracking — that converts raw sports data into actionable betting signals. The term covers everything from a simple spreadsheet applying moving averages to match results through to multi-model ensemble systems processing real-time xG feeds, live odds, and confirmed lineup data. What distinguishes a sports prediction system from a collection of tips is the systematic application of documented rules to every assessed fixture, without discretionary selection.

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