Many Classifiers

https://scikit-learn.org/stable/auto_examples/classification/plot_classifier_comparison.html#sphx-glr-auto-examples-classification-plot-classifier-comparison-py

XG

https://lsjsj92.tistory.com/547

결론

ADABOOST IS BEST.

스케일러 /모델 변화

• Standard

  • svm :

  

  • RF :

  

  • ADABOOST :

  

  • Neural Network MLP :

  

  • Descision Tree

    

  • XGBOOST

  

  • CATBOOST

  

• MinMax

  • SVM :

  

  • RF :

    

• MaxAbsScaler

  • SVM :

  

  • RF :

    

• RobustScaler

  • SVM :

  

  • RF :

  

Classfier 변화

• SVM
• RF
• CATBOOST