Dimensionality Reduction - Dimension Reduction
- is the process of reducing the number of random variables under consideration by obtaining a set of principal features/variables
- used in statistics, machine learning, and information theory
Feature Dimensional Reduction - Approaches
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is the process of SELECTING A SUBSET of features (variables, predictors) | |
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is the process of TRANSFORMING THE SET of features (variables, predictors) |