Dimensionality Reduction

There are many ways to reduce the dimensionality

1. Principal Component Analysis (PCA)
2. Backward Feature Elimination
3. Forward Feature Selection
4. Linear Discriminant Analysis (LDA)
5. Generalized Discriminant Analysis (GDA)