without_outlier.txt

#LOGISTIC REGRESSION#
_____________________
model score Logistic Regression Standard scaler: 0.861
model score Logistic Regression minMax Scaler: 0.861
model score Logistic Regression maxAbs Scaler: 0.861
model score Logistic Regression robust Scaler: 0.861
model score Logistic Regression quantile normal Scaler: 0.860
model score Logistic Regression quantile Uniform Scaler: 0.860
model score Logistic Regression power  Scaler: 0.861
model score Logistic Regression normalize Scaler: 0.858
#SVC#
_____________________
model score SVC Standard scaler: 0.858
model score SVC minMax Scaler: 0.858
model score SVC maxAbs Scaler: 0.858
model score SVC robust Scaler: 0.858
model score SVC quantile normal Scaler: 0.858
model score SVC quantile Uniform Scaler: 0.858
model score SVC power  Scaler: 0.858
model score SVC normalize Scaler: 0.858
_____________________
_____________________
#DT#
_____________________
model score DT Standard scaler: 0.750
model score DT minMax Scaler: 0.750
model score DT maxAbs Scaler: 0.734
model score DT robust Scaler: 0.735
model score DT quantile normal Scaler: 0.745
model score DT quantile Uniform Scaler: 0.745
model score DT power  Scaler: 0.776
model score DT normalize Scaler: 0.786
_____________________
_____________________
#RF#
_____________________
model score RF Standard scaler: 0.860
model score RF minMax Scaler: 0.860
model score RF maxAbs Scaler: 0.863
model score RF robust Scaler: 0.860
model score RF quantile normal Scaler: 0.861
model score RF quantile Uniform Scaler: 0.861
model score RF power  Scaler: 0.865
model score RF normalize Scaler: 0.857
_____________________
_____________________
#MLP#
_____________________
model score MLP Standard scaler: 0.868
model score MLP minMax Scaler: 0.863
model score MLP maxAbs Scaler: 0.865
model score MLP robust Scaler: 0.861
model score MLP quantile normal Scaler: 0.857
model score MLP quantile Uniform Scaler: 0.866
model score MLP power  Scaler: 0.874
model score MLP normalize Scaler: 0.857
_____________________
_____________________