def predictAll(self, reader):
"""Prediction function for all features from a certain reader."""
feats, labels = featurizer(reader, self.featureFuncs,
self.client)
featMat = self.dictVectorizer.transform(feats)
return self.classifier.predict(featMat)
def train(self):
feats, labels = featurizer(sick_train_reader, self.featureFuncs,
self.client)
featMat = self.dictVectorizer.fit_transform(feats)
self.classifier.fit(featMat, labels)
