MeSH indexing based on automatically generated summaries

BMC Bioinformatics

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

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

ISSN: 1471-2105