Skip to main content

Table 5 Results on the 30 most frequent MeSH headings

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
\