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. Author manuscript; available in PMC: 2009 Apr 2.
Published in final edited form as: Neuroinformatics. 2009 Jan 28;7(1):37–53. doi: 10.1007/s12021-008-9041-y
25 rfesvm = LinearCSVMC ()
26 clf = SplitClassifier (
27 FeatureSelectionClassifier (
28   clf=rfesvm,
29   feature_selection=RFE (
30    sensitivity_analyzer=
31     LinearSVMWeights (clf=rfesvm,
32      transformer=Absolute),
33    transfer_error=TransferError (rfesvm),
34   stopping_criterion=FixedErrorThresholdStopCrit (0.05),
35   feature_selector=
36    FractionTailSelector (0.2, mode=’discard’, tail=’lower’),
37   update_sensitivity=True)),
38  splitter=NFoldSplitter ())