MATLAB File Help: dml.whiten View code for dml.whiten Default Topics
dml.whiten
 whiten whitens the data.
 
   DESCRIPTION
   Whitening of data through a whitening matrix W. Input data will be 
   standardized automatically.
 
    EXAMPLE
    X = rand(10,200);
    m = dml.whiten('indim',[2 100],'tdim',1);
    m = m.train(X);
    Z = m.test(X);
 
    DEVELOPER
    Marcel van Gerven (m.vangerven@donders.ru.nl)
    Jason Farquhar (j.farquhar@donders.ru.nl)
Class Details
Superclasses dml.method
Sealed false
Construct on load false
Constructor Summary
whiten whitens the data. 
Property Summary
W whitening matrix 
indim input dimensions 
indims dimensions of the input data (excluding the trial dim and time dim in time series data) 
invW inverse whitening matrix 
restart when false, starts at the previously learned parameters; needed for online learning and grid search 
std standardizer object 
tdim target dimension 
verbose whether or not to generate diagnostic output 
Method Summary
  invert mapping 
  model this method does not return a model 
  test standardize 
  train handle multiple datasets