Nonlinear Dimensionality Reduction - Linear Methods

Linear Methods

  • Independent component analysis (ICA).
  • Principal component analysis (PCA) (also called Karhunen–Loève transform — KLT).
  • Singular value decomposition (SVD).
  • Factor analysis.

Read more about this topic:  Nonlinear Dimensionality Reduction

Famous quotes containing the word methods:

    “A woman might claim to retain some of the child’s faculties, although very limited and defused, simply because she has not been encouraged to learn methods of thought and develop a disciplined mind. As long as education remains largely induction ignorance will retain these advantages over learning and it is time that women impudently put them to work.”
    —Germaine Greer (b. 1939)