FT_STATISTICS_CROSSVALIDATE
Note that this reference documentation is identical to the help that is displayed in MATLAB when you type “help ft_statistics_crossvalidate”.
FT_STATISTICS_CROSSVALIDATE performs cross-validation using a prespecified multivariate analysis given by cfg.mva Use as stat = ft_timelockstatistics(cfg, data1, data2, data3, ...) stat = ft_freqstatistics (cfg, data1, data2, data3, ...) stat = ft_sourcestatistics (cfg, data1, data2, data3, ...) Options: cfg.mva = a multivariate analysis (default = {dml.standardizer dml.svm}) cfg.statistic = a cell-array of statistics to report (default = {'accuracy' 'binomial'}) cfg.nfolds = number of cross-validation folds (default = 5) cfg.resample = true/false; upsample less occurring classes during training and downsample often occurring classes during testing (default = false) Returns: stat.statistic = the statistics to report stat.model = the models associated with this multivariate analysis See also FT_TIMELOCKSTATISTICS, FT_FREQSTATISTICS, FT_SOURCESTATISTICS