6. Dataset transformations

• 6.1. Preprocessing data
  • 6.1.1. Standardization or Mean Removal and Variance Scaling
  • 6.1.2. Normalization
  • 6.1.3. Binarization
    • 6.1.3.1. Feature binarization
• 6.2. Feature extraction
  • 6.2.1. Text feature extraction
  • 6.2.2. Image feature extraction
    • 6.2.2.1. Patch extraction
• 6.3. Kernel Approximation
  • 6.3.1. Radial Basis Function Kernel
  • 6.3.2. Additive Chi Squared Kernel
  • 6.3.3. Skewed Chi Squared Kernel
  • 6.3.4. Mathematical Details