Skip to main content

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.