7 lines
763 B
Text
7 lines
763 B
Text
|
params,precision,accuracy,recall,f1,classifier
|
||
|
|
"{'criterion': 'gini', 'splitter': 'best'}",0.7884615384615384,0.8505747126436781,0.9534883720930232,0.8631578947368421,DecisionTreeClassifier
|
||
|
|
{},0.8,0.6781609195402298,0.4651162790697674,0.5882352941176471,GaussianNB
|
||
|
|
"{'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
|
||
|
|
"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.8367346938775511,0.8850574712643678,0.9534883720930232,0.8913043478260869,RandomForestClassifier
|
||
|
|
"{'gamma': 'scale', 'kernel': 'rbf'}",0.717391304347826,0.735632183908046,0.7674418604651163,0.7415730337078652,SVC
|