def split_data(self):
self.train_pool = []
self.valid_pool = []
partition = Partition()
train_clips = []
valid_clips = []
train_corpus = []
for clip in self.data:
side = partition.clip_id_to_side(clip['clip_id'])
if side == 'L':
self.valid_pool.append(clip)
valid_clips.append(clip['clip_id'])
elif side == 'R' or side == 'C':
self.train_pool.append(clip)
train_clips.append(clip['clip_id'])
train_corpus.append(clip['sentence'])
