Confusion matrices for BERT-Full. Rows represent the true class and columns represent the predicted class.
| . | PER . | ORG . | LOC . | MISC . | O . |
|---|---|---|---|---|---|
| CoNLL | |||||
| PER | 2,709 | 33 | 15 | 5 | 11 |
| ORG | 8 | 2,320 | 86 | 47 | 35 |
| LOC | 6 | 72 | 1,789 | 39 | 19 |
| MISC | 10 | 77 | 25 | 736 | 70 |
| O | 18 | 81 | 22 | 126 | 38,076 |
| Wikipedia | |||||
| PER | 1,509 | 14 | 13 | 6 | 92 |
| ORG | 50 | 1,362 | 200 | 192 | 154 |
| LOC | 14 | 141 | 1,013 | 39 | 240 |
| MISC | 22 | 74 | 61 | 944 | 291 |
| O | 51 | 154 | 230 | 312 | 31,827 |
| MUC-6 | |||||
| PER | 584 | 4 | 1 | 0 | 1 |
| ORG | 6 | 830 | 5 | 0 | 22 |
| LOC | 0 | 0 | 105 | 0 | 4 |
| MISC | 0 | 0 | 0 | 0 | 0 |
| O | 3 | 41 | 1 | 0 | 12,498 |
| . | PER . | ORG . | LOC . | MISC . | O . |
|---|---|---|---|---|---|
| CoNLL | |||||
| PER | 2,709 | 33 | 15 | 5 | 11 |
| ORG | 8 | 2,320 | 86 | 47 | 35 |
| LOC | 6 | 72 | 1,789 | 39 | 19 |
| MISC | 10 | 77 | 25 | 736 | 70 |
| O | 18 | 81 | 22 | 126 | 38,076 |
| Wikipedia | |||||
| PER | 1,509 | 14 | 13 | 6 | 92 |
| ORG | 50 | 1,362 | 200 | 192 | 154 |
| LOC | 14 | 141 | 1,013 | 39 | 240 |
| MISC | 22 | 74 | 61 | 944 | 291 |
| O | 51 | 154 | 230 | 312 | 31,827 |
| MUC-6 | |||||
| PER | 584 | 4 | 1 | 0 | 1 |
| ORG | 6 | 830 | 5 | 0 | 22 |
| LOC | 0 | 0 | 105 | 0 | 4 |
| MISC | 0 | 0 | 0 | 0 | 0 |
| O | 3 | 41 | 1 | 0 | 12,498 |