⚽ About Football Predictions
What is this?
Football Predictions is a tool that uses our own machine learning models we trained on historical betting odds to predict first-half and full-match goal markets for football leagues including the English Premier League, Serie A, and Bundesliga. (More in the future.)
How it works
Predictions are generated using binary classification models (LightGBM, FastTree, LbfgsLogistic) trained with ML.NET on historical match data. Input odds are converted to implied probabilities, which are then used as features. Multiple models vote to produce a final recommendation.
- EPL — First-half and whole-match goal markets
- Serie A — Whole-match goal markets
- Bundesliga — Whole-match goal markets
💡 For Best Results
Enter the odds as close to kick-off as possible — ideally within the last hour before the match. Late-market (closing) odds reflect the most current information available and lead to significantly more accurate predictions. Our models were also trained exclusively on late odds, so the closer to kick-off you use this tool, the better the results align with what the models have learned.
⚠️ Disclaimer
Predictions are provided for informational and entertainment purposes only. This tool does not guarantee any financial outcome. Past model accuracy does not guarantee future results. Always gamble responsibly and within your means. Betting involves risk of financial loss.
VIP Predictions
Registered and confirmed users have access to additional VIP market predictions. These are higher-risk or alternative markets identified by the models. Create a free account to unlock them.
Data & Privacy
We store only your email address and a hashed password. No personal data is shared with third parties. Your email is used solely to confirm your account. Contact support@mansourtech.org to request account deletion.