Code covered by the BSD License  

Highlights from
Statistical Learning Toolbox

from Statistical Learning Toolbox by Dahua Lin
Functions for statistical learning, pattern recognition and computer vision, covering many topics.

Index for Directory sltoolbox\subspace
< Master index Index for sltoolbox\subspace >

Index for sltoolbox\subspace

Matlab files in this directory:

 slapplypcaSLAPPLYPCA Applies PCA model to samples
 slcopcaSLCOPCA Performs Coupled PCA Learning
 slcovpcaSLCOVPCA Trains a PCA with the covariance matrix given
 sldim_by_eigvalSLDIM_BY_EIGVAL Determines the dimension of principal subspace by eigenvalues
 sldldaSLDLDA Performs Direct Linear Discriminant Analysis
 slfldSLFLD Performs Fisher Linear Discriminant Analysis
 slgbfeSLGBFE Performs Graph-based Feature Extraction Learning
 slldaSLLDA Trains a Linear Discriminant Model using specified method
 slnldaSLNLDA Performs Nullspace-based Linear Discriminant Analysis
 slnullspaceSLRANGESPACE Determines the null-space of the range of X
 slpcaSLPCA Learns a PCA model from training samples
 slpcareconSLPCARECON Reconstructs the samples in original space
 slpcareduceSLPCAREDUCE Reduces a PCA model to lower dimension
 slrangespaceSLRANGESPACE Determines the subspace of the range of X
 slscatterSLSCATTER Compute the scatter matrix

Subsequent directories:

  • CVS

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