def load_training_set(self, filename, encoding='UTF-8'):
"""\
Load the given training data set into memory and strip it if
configured to via the train_part parameter.
"""
log_info('Loading training data set from ' + str(filename) + '...')
train = DataSet()
train.load_from_arff(filename, encoding)
if self.train_part < 1:
train = train.subset(0, int(round(self.train_part * len(train))),
copy=False)
return train
def load_training_set(self, filename, encoding='UTF-8'):
"""\
Load the given training data set into memory and strip it if
configured to via the train_part parameter.
"""
log_info('Loading training data set from ' + str(filename) + '...')
train = DataSet()
train.load_from_arff(filename, encoding)
if self.train_part < 1:
train = train.subset(0,
int(round(self.train_part * len(train))),
copy=False)
return train
