From: MeSH indexing based on automatically generated summaries
Full text | MEDLINE | Gr-summ(15%) | |||||||
---|---|---|---|---|---|---|---|---|---|
Method | P | R | F1 | P | R | F1 | P | R | F1 |
MTI | 0.4765 | 0.7082 | 0.5697 | 0.6530 | 0.6446 | 0.6488 | 0.5874 | 0.6748 | 0.6281 |
MMI | 0.4508 | 0.1747 | 0.2518 | 0.4302 | 0.1512 | 0.2238 | 0.4265 | 0.1448 | 0.2162 |
PRC | 0.5498 | 0.1074 | 0.1797 | 0.5696 | 0.0887 | 0.1536 | 0.5628 | 0.0650 | 0.1166 |
ML-SVM | 0.6982 | 0.3555 | 0.4711 | 0.6391 | 0.3574 | 0.4584 | 0.5993 | 0.3376 | 0.4319 |
ML-Ada | 0.4959 | 0.3883 | 0.4355 | 0.5603 | 0.3316 | 0.4166 | 0.5362 | 0.3129 | 0.3952 |