Algorithms

Accuracy

Positive

Negative

Precision

Recall

F1-score

Precision

Recall

F1-score

LinearSVC

0.8816

0.8805

0.8825

0.8815

0.8824

0.8801

0.8813

LogisticRegression

0.8809

0.8791

0.8832

0.881

0.8828

0.8782

0.8804

Multinomial NB

0.8796

0.8821

0.876

0.879

0.8767

0.8832

0.8799

KNN

0.8201

0.8071

0.8404

0.8234

0.8336

0.7991

0.8159

DecisionTree

0.7994

0.8169

0.7711

0.7933

0.7833

0.8272

0.8046

RandomForest

0.8137

0.8662

0.742

0.7992

0.7739

0.885

0.8256

AdaBoost

0.7719

0.7973

0.7989

0.7654

0.8253

0.7594

0.7666