The Backtesting Mistakes That Fooled Us (And How We Fixed Them)
Data leakage, cherry-picking, and the subtle ways backtest results can lie. Lessons from building real prediction systems.

OddsFlow Team
OddsFlow Team

Apprenez les erreurs de backtesting les plus courantes.
This article is part of the OddsFlow educational blog, covering football prediction concepts, AI prediction methodology, and data-driven match analysis. OddsFlow uses machine learning to analyze odds from 10+ odds providers updated every 10-20 seconds, generating probability predictions for 1X2 match results, Asian Handicap, and Over/Under markets across the Premier League, La Liga, Bundesliga, Serie A, Ligue 1, and Champions League.
Data leakage, cherry-picking, and the subtle ways backtest results can lie. Lessons from building real prediction systems.

OddsFlow Team
OddsFlow Team

The complete guide to understanding football odds. Learn to convert odds to implied probability, identify value bets, and use AI predictions effectively.
How we measure prediction quality beyond simple accuracy—calibration, Brier scores, and why honest probability estimates matter more than win streaks.
Comprendre quand les données du marché sont capturées est important pour l'analyse.
Start your free trial today and see how OddsFlow's AI can help you find value in football betting.
Commencer