| 15 | clf = FeatureSelectionClassifier ( |
| 16 | clf=LinearCSVMC (), |
| 17 | feature_selection=SensitivityBasedFeatureSelection ( |
| 18 | sensitivity_analyzer=OneWayAnova (), |
| 19 | feature_selector= |
| 20 | FractionTailSelector (0.05, mode=’select’, tail=’upper’)) |
| 21 | cv = CrossValidatedTransferError ( |
| 22 | transfer_error=TransferError (clf), |
| 23 | splitter=NFoldSplitter (cvtype=1)) |
| 24 | mean_error = cv (dataset) |