Skip to main content

Table 5 Performance Development of PPI-IMT system A

From: Detection of interaction articles and experimental methods in biomedical literature

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