def draw_history(self, file_path='./result.png'):
print('\nvisualize results : \"{}\"'.format(file_path))
draw_result(self.history.history,
self.use_validation,
file_path=file_path)
result = '\n\nAccuracy: {}\nLoss: {}\n'.format(
self.history.history['acc'][len(self.history.history['acc']) - 1],
self.history.history['loss'][len(self.history.history['loss']) -
1])
f.write(result)
print('\nLast Accuracy: {}'.format(
self.history.history['acc'][len(self.history.history['acc']) - 1]))
print('\nValid error: {}'.format(
self.history.history['val_loss'][
len(self.history.history['val_loss']) - 1] -
self.history.history['loss'][len(self.history.history['loss']) -
1]))
def draw_history(self, file_path='./result.png'):
print('\nvisualize results : \"{}\"'.format(file_path))
draw_result(self.history.history,
self.use_validation,
file_path=file_path)
def draw_history_graph(self, file_path='saves/result.png'):
## 학습 데이터에 대한 정확도, 손실값을 그래프(이미지)로 저장해 주는 함수입니다.
print('\nvisualize results : \"{}\"'.format(file_path))
draw_result(self.history.history, file_path=file_path)