Feature Extraction

Unlike Feature Selection, Feature extraction projects the current data to a new space.

Algorithms to do Feature Extraction,

• Neural Network
• Autoencoder
• Principal Component Analysis (PCA)
• Kernel Based PCA
• Singular Value Decomposition (SVD)
• Independent Component Analysis (ICA)