rbfDemo

PURPOSE ^

Demonstration of rbf networks for regression.

SYNOPSIS ^

function rbfDemo( dataType, noiseSig, scale, k, cluster, show )

DESCRIPTION ^

 Demonstration of rbf networks for regression.

 See rbfComputeBasis for discussion of rbfs.

 USAGE
  rbfDemo( dataType, noiseSig, scale, k, cluster, show )

 INPUTS
  dataType   - 0: 1D sinusoid
               1: 2D sinusoid
               2: 2D stretched sinusoid
  noiseSig   - std of idd gaussian noise
  scale      - see rbfComputeBasis
  k          - see rbfComputeBasis
  cluster    - see rbfComputeBasis
  show       - figure to use for display (no display if == 0)

 OUTPUTS

 EXAMPLE
  rbfDemo( 0, .2, 2, 5, 0, 1 );
  rbfDemo( 1, .2, 2, 50, 0, 3 );
  rbfDemo( 2, .2, 5, 50, 0, 5 );

 See also RBFCOMPUTEBASIS, RBFCOMPUTEFTRS

 Piotr's Image&Video Toolbox      Version 2.0
 Copyright 2008 Piotr Dollar.  [pdollar-at-caltech.edu]
 Please email me if you find bugs, or have suggestions or questions!
 Licensed under the Lesser GPL [see external/lgpl.txt]

CROSS-REFERENCE INFORMATION ^

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