Dimensionality Reduction – Data Mining Fundamentals Part 14
Dimensionality reduction has a specific purpose for data preprocessing. When dimensionality increases, data becomes increasingly sparse in the space that it occupies. Dimensionality reduction will help you avoid this.
Feature Subset Selection
Types of Sampling
Data Mining Fundamentals