randomForest

Without Tuning:
Accuracy: 0.979
Confusion Metrix:
 [[ 378    5]
 [  37 1580]]

With Tuning:
Best Hyper Parameters:
 {'criterion': 'gini', 'min_samples_leaf': 1, 'min_samples_split': 3, 'n_estimators': 30, 'n_jobs': -1, 'random_state': 123}
Accuracy: 0.9735
Confusion Metrix:
 [[ 349    8]
 [  45 1598]]