BMC Bioinformatics

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

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ISSN: 1471-2105

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