Definition
A widely used dimensionality reduction technique that linearly transforms the data into a new, lower-dimensional coordinate system of orthogonal variables called principal components.
In short: A widely used dimensionality reduction technique that linearly transforms the data into a new, lower-dimensional coordinate system of orthogonal variables called principal components.