Expermintation with machine learning algorithms

Todo

  • Investigate decision trees
  • Investigate SVMs
  • Normalising non-uniform scales
  • Custom / self implemntation of KNN
  • Random forsest
  • Survival analysis

In Progress

  • Logstic regression

Done

  • Data cleaning and plotting
  • Test-train split with scikit learn
  • Testing scikit KNearestNeighbours with different configurations
  • Confusion matrices and analysing results