Dimensionality Reduction

- Natural & Formal Sciences -
Mathematics & Logic Dictionary
Techniques that reduce the number of variables under consideration by finding lower-dimensional representations (projections or encodings) that preserve essential structure, variance, or predictive information from high-dimensional data.