Welcome to Premier-Dictions Support
Premier-Dictions is a prediction app for the English Premier League. This application uses machine learning algorithms to provide predictions, considering a wide range of parameters to provide accurate predictions. These parameters are derived from team performance, recent form, and match-specific factors.
Here's a summary of the key factors:
- Team Performance Metrics
- Win Rates: Home and away win rates, including venue-specific win rates.
- Goals Scored and Conceded: Average goals scored and conceded per game.
- Clean Sheets: Frequency of matches where no goals were conceded.
- Defensive Stability: A composite measure of defensive strength, including clean sheets and resistance to high-scoring games.
- Recent Form
- Recent Match Results: Performance in the last 5 matches, weighted by recency.
- Goal Difference Trends: Recent trends in goal differences, adjusted for momentum.
- Head-to-Head Statistics
- Historical Matchups: Win rates and confidence based on previous encounters between the two teams.
- Momentum Indicators
- Team Momentum: A weighted combination of recent form, defensive stability, and goal difference trends.
- Venue Impact
- Home Advantage: Performance at home versus away, including venue-specific win rates.
- Composite Metrics
- Winning Probability: A calculated probability based on win rates, defensive stability, momentum, and recent form.
- Outlier Handling
- The model identifies and adjusts for outliers in the data, ensuring robust predictions even with unusual match statistics.
This is a passion project built by 2 university students. Enjoy!
Do with the predictions as you please, but note that we are not responsible for any gambling losses.