Table 3.
Method evaluation
| 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 | ||
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. LMeSH and LMDSS are the average number of concepts associated to each item in the gold-standard and the MDSS respectively.