mvpa2.clfs.transerror.ROCCurve

class mvpa2.clfs.transerror.ROCCurve(labels, sets=None)

Generic class for ROC curve computation and plotting

Methods

plot([label_index])

TODO: make it friendly to labels given by values?

Parameters:

labels : list

labels which were used (in order of estimates if multiclass, or 1 per class for binary problems (e.g. in SMLR))

sets : list of tuples

list of sets for the analysis

Methods

plot([label_index])

TODO: make it friendly to labels given by values?

aucs

Compute and return set of AUC values 1 per label

plot(label_index=0)

TODO: make it friendly to labels given by values?

should we also treat labels_map?

rocs