763 B
763 B
| 1 | params | precision | accuracy | recall | f1 | classifier |
|---|---|---|---|---|---|---|
| 2 | {'criterion': 'gini', 'splitter': 'best'} | 0.7884615384615384 | 0.8505747126436781 | 0.9534883720930232 | 0.8631578947368421 | DecisionTreeClassifier |
| 3 | {} | 0.8 | 0.6781609195402298 | 0.4651162790697674 | 0.5882352941176471 | GaussianNB |
| 4 | {'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'} | 0.8958333333333334 | 0.942528735632184 | 1.0 | 0.945054945054945 | MLPClassifier |
| 5 | {'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'} | 0.8367346938775511 | 0.8850574712643678 | 0.9534883720930232 | 0.8913043478260869 | RandomForestClassifier |
| 6 | {'gamma': 'scale', 'kernel': 'rbf'} | 0.717391304347826 | 0.735632183908046 | 0.7674418604651163 | 0.7415730337078652 | SVC |