Feature scaling for classification and regression
9488
When conducting multiple regression, when should you center your predictor variables & when should you standardize them?
147748
Issues with feature selection in matlab
126666
Raw data outperforms Z-score transformed data in SVM classification
26181
Using principal component analysis (PCA) for feature selection
104182
regression for binary classification
105377
Feature selection with Random Forests
156390
Gradient Boosting for Linear Regression - why does it not work?
141640
Sklearn - Choosing the right model for supervised learning/classification task
36891
Properties of logistic regressions
22203
Data normalization and standardization in neural networks
116939
Co-linearity/Stepwise regression
15196
Why scaling is important for the linear SVM classification?
108828
Kernel Ridge Regression Efficiency
149876
Dimensions of Scale (Gamma) and Offset (Beta) in Batch Norm
26149
Logistic regression vs. LDA as two-class classifiers
1590
Why not approach classification through regression?
62891
How to construct a cross-entropy loss for general regression targets?