Firstly, I would like to say thanks to you for your sharing.
When I ran training file: 'train_tensorflow.py' I got negative numbers that I don't understand what they mean?
Starting epoch 5...
Reshuffling
n_batches: 29
bucket_id: 7
-8.567176 -7.873434 -7.972278 n_batches: 29
Reshuffling
bucket_id: 5
-7.769209 -7.041025 -6.468853 Reshuffling
n_batches: 29
Could you mind explaining for me? where is the accuracy, Precision, Recall, F1 on training set, dev set?
Thank you in advance!
P.s: I also ran source code given by Lample et al, and here is output:
processed 8843 tokens with 388 phrases; found: 332 phrases; correct: 243.
accuracy: 96.57%; precision: 73.19%; recall: 62.63%; FB1: 67.50
ORG: precision: 73.09%; recall: 64.54%; FB1: 68.55 249
PER: precision: 73.49%; recall: 57.55%; FB1: 64.55 83
ID NE Total O I-ORG B-ORG B-PER I-PER Percent
0 O 8015 7942 28 27 9 9 99.089
1 I-ORG 357 66 277 7 0 7 77.591
2 B-ORG 282 63 13 194 12 0 68.794
3 B-PER 106 15 2 21 62 6 58.491
4 I-PER 83 5 13 0 0 65 78.313
8540/8843 (96.57356%)
Score on dev: 67.46000
Score on test: 67.50000
New best score on dev.