Detection of interaction articles and experimental methods in biomedical literature

BMC Bioinformatics

Table 5 Performance Development of PPI-IMT system A

IMT	1. TermDict	2. TermDict p(m\|term)	3. Word Corp	4. run 1 submit	5. Bigram p(m\|bi)	6. colloc chi²	7. without zoning	8. comb. run 2
Evaluated Res.	4347	4334	2355	5098	11103	11094	15749	21600
TP	417	417	369	447	486	486	522	527
FP	3930	3917	1986	4651	10617	10608	15227	21073
FN	110	110	158	80	41	41	5	0
Micro P	0.09593	0.09622	0.15669	0.08768	0.04377	0.04381	0.03314	0.02440
Micro R	0.79127	0.79127	0.70019	0.84820	0.92220	0.92220	0.99051	1.00000
Micro F	0.17111	0.17157	0.25607	0.15893	0.08358	0.08364	0.06414	0.04763
Micro AUC iP/R	0.21694	0.26532	0.21633	0.27588	0.29466	0.29712	0.30205	0.30034
Macro P	0.10308	0.10333	0.16587	0.09346	0.04532	0.4537	0.03312	0.02440
Macro R	0.77590	0.77590	0.69459	0.83206	0.91261	0.91261	0.99174	1.00000
Macro F	0.17502	0.17542	0.25564	0.16322	0.08517	0.08525	0.06359	0.04735
Macro AUC iP/R	0.40387	0.46438	0.39722	0.47884	0.50159	0.50336	0.50630	0.50890

ISSN: 1471-2105