Principal Component Analysis

**Semantic type:** Research Activity

**Definition:** A vector space transform used to reduce the dimensionality in a dataset while retaining those characteristics of the dataset that contribute most to its variance.

**Synonyms:** - PCA - Principal Components Analysis