winner: LR tuned
hyperparameters:
  ngram_range: '1_2'
  max_features: 4045
  min_df: 2
  sublinear_tf: false
  C: 0.3235215031170205
results:
  f1_test: 0.7579
  f1_train: 0.8987
  train_test_gap_pp: 14.07
  cv_test_gap_pp: 4.76
  roc_auc: 0.81
  fp: 18
  fn: 30