Skip to main content

Table 3 Micro/macro average results for different indexing algorithms and different types of documents

From: MeSH indexing based on automatically generated summaries

Doc. source Method Micro P Micro R Micro F1 Macro P Macro R Macro F1
FullText MTI 0.3753 0.6648 0.4797 0.4651 0.6163 0.5301
  MMI 0.3001 0.3536 0.3247 0.3692 0.4610 0.4100
  PRC 0.6548 0.0968 0.1686 0.1237 0.0695 0.0890
MEDLINE MTI 0.5961 0.6113 0.6036 0.5409 0.5834 0.5614
  MMI 0.3731 0.3189 0.3439 0.4139 0.4547 0.4334
  PRC 0.6517 0.0710 0.1280 0.1059 0.0483 0.0663
Gr-summ (15%) MTI 0.5315 0.6227 0.5735 0.5051 0.5713 0.5362
  MMI 0.3369 0.2994 0.3171 0.3550 0.4081 0.3797
  PRC 0.6625 0.0692 0.1253 0.1074 0.0546 0.0724
\