def iterator(self):
testNoOfDays = self.kwargs['noOfDays']
self.kwargs['noOfDays'] = 8
collocations = Collocations(self.collocationMeasure, **self.kwargs)
collocations.load()
self.kwargs['noOfDays'] = testNoOfDays
return Utilities.getTweetsWithCollocations(collocations, fileNameMethod=Utilities.getTestFile, dataDirection=DataDirection.future, bottom=True, **self.kwargs)
def trainAndSave(self):
Utilities.createDirectory(self.trainedClassifierFile)
collocations = Collocations(self.collocationMeasure, **self.kwargs)
collocations.load()
self.trainClassifier(
Utilities.getTweetsWithCollocations(
collocations,
fileNameMethod=Utilities.getTrainingFile,
dataDirection=DataDirection.past,
**self.kwargs))
Classifier.saveClassifier(self.classifier, self.trainedClassifierFile)
def iterator(self):
testNoOfDays = self.kwargs['noOfDays']
self.kwargs['noOfDays'] = 8
collocations = Collocations(self.collocationMeasure, **self.kwargs)
collocations.load()
self.kwargs['noOfDays'] = testNoOfDays
return Utilities.getTweetsWithCollocations(
collocations,
fileNameMethod=Utilities.getTestFile,
dataDirection=DataDirection.future,
bottom=True,
**self.kwargs)
def trainAndSave(self):
Utilities.createDirectory(self.trainedClassifierFile)
collocations = Collocations(self.collocationMeasure, **self.kwargs)
collocations.load()
self.trainClassifier(Utilities.getTweetsWithCollocations(collocations, fileNameMethod=Utilities.getTrainingFile, dataDirection=DataDirection.past, **self.kwargs))
Classifier.saveClassifier(self.classifier, self.trainedClassifierFile)