Machine learning models sensitive to feature scale

Machine learning models sensitive to feature scale

• Linear and Logistic Regression
• Neural Networks
• SVM
• KNN
• K-means clustering
• Linear Discriminant Analysis (LDA)
• Principal Component Analysis (PCA)

Tree based ML models insensitive to feature scale

• Classification and Regression Trees
• Random Forests
• Gradient Boosted Trees