Table 4. Loss & accuracy for training & test set for strongly represented entities (SRE).
Epoch # | Training loss | Test loss | Test accuracy |
---|---|---|---|
1 | 0.789 | 0.506 | 0.86 |
2 | 0.242 | 0.271 | 0.93 |
3 | 0.170 | 0.276 | 0.94 |
4 | 0.112 | 0.287 | 0.95 |
5 | 0.117 | 0.205 | 0.96 |
6 | 0.134 | 0.325 | 0.95 |
7 | 0.103 | 0.322 | 0.95 |
8 | 0.087 | 0.365 | 0.96 |
9 | 0.090 | 0.399 | 0.94 |
10 | 0.107 | 0.265 | 0.96 |