Model

Accuracy Before

Accuracy After

Logistic regression

58.6%

60.62%

GDA

58.24%

60.62%

Naive Bayes

57.89%

60.38%

Linear SVM

56.82%

59.79%

RBF SVM

55.87%

62.51%

Poly SVM

52.31%

59.43%