def __call__(self, example, resultType = orange.GetValue):
votes = [0.] * len(self.classvar.values)
for c, e in self.classifiers:
votes[int(c(example))] += e
index = orngMisc.selectBestIndex(votes)
value = orange.Value(self.classvar, index)
if resultType == orange.GetValue:
return value
sv = sum(votes)
for i in range(len(votes)):
votes[i] = votes[i]/sv
if resultType == orange.GetProbabilities:
return votes
else:
return (value, votes)
def __call__(self, example, resultType=orange.GetValue):
votes = [0.] * len(self.classVar.values)
for c, e in self.classifiers:
votes[int(c(example))] += e
index = orngMisc.selectBestIndex(votes)
value = orange.Value(self.classVar, index)
if resultType == orange.GetValue:
return value
sv = sum(votes)
for i in range(len(votes)):
votes[i] = votes[i] / sv
if resultType == orange.GetProbabilities:
return votes
else:
return (value, votes)