def precision(self):
pred_sents, actual_sents, _ = self.predict(sample=None)
acc_full_seq = compute_accuracy(actual_sents, pred_sents, mode='full_sequence')
acc_per_char = compute_accuracy(actual_sents, pred_sents, mode='per_char')
return acc_full_seq, acc_per_char
def precision(self, sample=None, measure_time=True):
t1 = time.time()
pred_sents, actual_sents, _, _, _ = self.predict(sample=sample)
time_predict = time.time() - t1
sensitive_case = self.config['predictor']['sensitive_case']
acc_full_seq = compute_accuracy(actual_sents,
pred_sents,
sensitive_case,
mode='full_sequence')
acc_per_char = compute_accuracy(actual_sents,
pred_sents,
sensitive_case,
mode='per_char')
wer = compute_accuracy(actual_sents,
pred_sents,
sensitive_case,
mode='wer')
if measure_time:
print("Time: {:.4f}".format(time_predict / len(actual_sents)))
return acc_full_seq, acc_per_char, wer
