fantasy-premier-league-predictor

• Data Collection/TrainingDataCollection is used to collect the dataset from the Fantasy Premier League api

  • It collects all possibly relevant information however some columns may be excluded during model training
  • PlayerData.csv is the generated csv file after TrainingDataCollection is run

• Model/EvaluateClassifier evaluates the trained classifier using 10 fold cross validation.

  • EvaluateClassifier returns the correlation coefficient and the mean absolute error

• Model/TestClassifier allows a user to input player information (unlabeledPlayerData.csv) to predict the performance of the player for the next X (currently 3) weeks.