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Table 3 Method evaluation

From: Exploring and linking biomedical resources through multidimensional semantic spaces

Domain

Docs

MeSH

MDSS

P

R

F

L MeSH

L mdss

JIA (all annot.)

7637

5096

16835

0.308

0.518

0.386

10.96

30.44

JIA (reduction)

  

9719

0.406

0.383

0.394

 

11.28

ToF (all annot.)

7669

3482

13942

0.281

0.421

0.337

10.96

26.92

ToF (reduction)

  

7928

0.356

0.314

0.334

 

9.77

AC (all annot.)

3663

3116

11898

0.221

0.477

0.301

15.37

44.8

AC (reduction)

  

6573

0.339

0.302

0.320

15.37

13.93

  1. Method Evaluation. MeSH and MDSS are the number of concepts in the gold-standard and the system-generated multidimensional spaces for the three domains: JIA, ToF and AC. P, R and F represent the precision, recall and F-score respectively. L MeSH and L MDSS are the average number of concepts associated to each item in the gold-standard and the MDSS respectively.