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 ()) |