classifier_config_dict

classifier_config_dict.py

classifier_config_dict = {

    # Classifiers
    'sklearn.naive_bayes.GaussianNB': {
    },

    'sklearn.naive_bayes.BernoulliNB': {
        'alpha': [1e-3, 1e-2, 1e-1, 1., 10., 100.],
        'fit_prior': [True, False]
    },

    'sklearn.naive_bayes.MultinomialNB': {
        'alpha': [1e-3, 1e-2, 1e-1, 1., 10., 100.],
        'fit_prior': [True, False]
    },

    'sklearn.tree.DecisionTreeClassifier': {
        'criterion': ["gini", "entropy"],
        'max_depth': range(1, 11),
        'min_samples_split': range(2, 21),
        'min_samples_leaf': range(1, 21)
    },
    ...