Linear Methods
Lower-dimensional linear projection preserves distances between all points.
Nonlinear Methods
Lower-dimensional projection preserves local information only.
本文使用了以下资料的内容:
[1] CMU机器学习课程
[2] Laplacian Eigenmaps for Dimensionality Reduction and Data Representation