recog_test_nfold

PURPOSE ^

Test the performance of behavior recognition using cross validation.

SYNOPSIS ^

function [ER,CM] = recog_test_nfold( DATASETS, k, nreps )

DESCRIPTION ^

 Test the performance of behavior recognition using cross validation.

 Training occurs on all but (n-1) of the sets and testing on the remaining one, giving a
 total of (n) training/testing scenarios.  One simplification is used here: clustering is
 done only once, using all of the data.  When reporting final results, clustering needs
 to be done each time separately, as in recog_test.

 Parameters for clustering and classification can be specified inside this file.

 INPUTS
   DATASETS    - array of structs, should have the fields:
           .IDX        - length N vector of clip types
           .desc       - length N cell vector of cuboid descriptors
           .ncilps     - N: number of clips
   k           - number of clusters
   nreps       - number of repetitions
   
 OUTPUTS
   ER      - error  - averaged over nreps
   CM      - confusion matrix - averaged over nreps

 See also RECOGNITION_DEMO, RECOG_TEST, NFOLDXVAL, RECOG_CLUSTER, RECOG_CLIPSDESC

CROSS-REFERENCE INFORMATION ^

This function calls: This function is called by:
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