{
  "LR": {
    "selectkbest__k": [100, 200, 300],
    "logisticregression__C": [0.01, 0.1, 1.0, 10.0]
  },
  "SVM": {
    "selectkbest__k": [100, 200, 300],
    "svc__C": [0.1, 1.0, 10.0]
  },
  "DTree": {
    "selectfrommodel__max_features": [100, 300, 500],
    "decisiontreeclassifier__max_depth": [2, 6, null],
    "decisiontreeclassifier__min_samples_leaf": [1, 5]
  },
  "RandForest": {
    "selectfrommodel__max_features": [10, 50, 100],
    "randomforestclassifier__n_estimators": [300],
    "randomforestclassifier__max_depth": [null, 10, 20],
    "randomforestclassifier__min_samples_leaf": [1, 2]
  },
  "NN": {
    "selectkbest__k": [100, 200, 300],
    "deepsklearnwrapper__latent_dim": [4, 8, 16],
    "deepsklearnwrapper__epochs": [150],
    "deepsklearnwrapper__lr": [0.0001],
    "deepsklearnwrapper__weight_decay": [0.0001]
  }
}