Techniques for Data Dimensionality Reduction
These are some of common Data Dimensionality Reduction before any variable reduction technique Missing Values Low Variance Filter. ... High Correlation Filter. ... Random Forests / Ensemble Trees. ... Principal Component Analysis (PCA). ... Backward Feature Elimination. ... Forward Feature Construction. Please look out for details of each of the method