AttributeError: 'RandomForestClassifier' object has no attribute 'estimators_' site:stackoverflow.com
for model, classifier, classifier_param in zip(models,classifiers.keys(), classifiers.values()):
print(model, classifier, classifier_param)
Random Forest RandomForestClassifier(bootstrap=True, class_weight=None, criterion='gini',
max_depth=None, max_features='auto', max_leaf_nodes=None,
min_impurity_decrease=0.0, min_impurity_split=None,
min_samples_leaf=1, min_samples_split=2,
min_weight_fraction_leaf=0.0, n_estimators=10, n_jobs=1,
oob_score=False, random_state=None, verbose=0,
warm_start=False) {'max_depth': [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'min_samples_split': [2, 3, 4, 5, 6], 'n_estimators': [10], 'min_samples_leaf': [1, 2, 3, 4, 5], 'max_features': (4, 5, 6, 'sqrt'), 'criterion': ('gini', 'entropy')}
KNN KNeighborsClassifier(algorithm='auto', leaf_size=30, metric='minkowski',
metric_params=None, n_jobs=1, n_neighbors=5, p=2,
weights='uniform') {'n_neighbors': range(15, 30), 'p': [1, 2], 'weights': ['uniform', 'distance']}