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:

    “I think it is a wise course for laborers to unite to defend their interests.... I think the employer who declines to deal with organized labor and to recognize it as a proper element in the settlement of wage controversies is behind the times.... Of course, when organized labor permits itself to sympathize with violent methods or undue duress, it is not entitled to our sympathy.”
    —William Howard Taft (1857–1930)