Premier-Dictions

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.