def __init__(self, **kwds):
self.folds=4
self.verbose=True
SVMLearner.__init__(self, **kwds)
self.learner = SVMLearner(**kwds)
try:
self.multinomialTreatment = eval(kwds["multinomialTreatment"])
except:
self.multinomialTreatment = DomainContinuizer.NValues
try:
self.continuousTreatment = eval(kwds["continuousTreatment"])
except:
self.continuousTreatment = DomainContinuizer.NormalizeBySpan
try:
self.classTreatment = eval(kwds["classTreatment"])
except:
self.classTreatment = DomainContinuizer.Ignore
