From: HESML: a real-time semantic measures library for the biomedical domain with a reproducible survey
Base measure | AncSPL reformulation | 50 samples | 100 samples | 200 samples | 1000 samples | ||||
---|---|---|---|---|---|---|---|---|---|
r | \(\rho\) | r | \(\rho\) | r | \(\rho\) | r | \(\rho\) | ||
Correlation values in SNOMED-CT (\(\text {tree-like}_{\sigma }\) = 0.425) | |||||||||
 Rada [71] | AnsSPL-Rada | 0.9214 | 0.9412 | 0.9413 | 0.9444 | 0.9357 | 0.9352 | 0.9231 | 0.9217 |
 Leacock and Chodorow [73] | AnsSPL-Leacock | 0.9409 | 0.9412 | 0.9479 | 0.9444 | 0.9422 | 0.9352 | 0.9217 | 0.9217 |
 coswJ&C [35] | AnsSPL-coswJ&C | 0.9136 | 0.9506 | 0.9583 | 0.9747 | 0.9761 | 0.9775 | 0.941 | 0.9714 |
Correlation values in GO (\(\text {tree-like}_{\sigma }\) = 0.446) | |||||||||
 Rada [71] | AnsSPL-Rada | 0.8571 | 0.8277 | 0.9133 | 0.9085 | 0.8883 | 0.8868 | 0.9074 | 0.8947 |
 Leacock and Chodorow [73] | AnsSPL-Leacock | 0.8542 | 0.8277 | 0.9109 | 0.9085 | 0.9007 | 0.8868 | 0.9191 | 0.8947 |
 coswJ&C [35] | AnsSPL-coswJ&C | 0.9679 | 0.9848 | 0.9372 | 0.9894 | 0.9654 | 0.9888 | 0.9533 | 0.977 |
Correlation values in WordNet (\(\text {tree-like}_{\sigma }\) = 0.0269) | |||||||||
 Rada [71] | AnsSPL-Rada | 0.9072 | 0.8882 | 0.9151 | 0.8855 | 0.9225 | 0.8994 | 0.9168 | 0.9038 |
 Leacock and Chodorow [73] | AnsSPL-Leacock | 0.9354 | 0.8882 | 0.9375 | 0.8855 | 0.937 | 0.8994 | 0.9345 | 0.9038 |
 coswJ&C [35] | AnsSPL-coswJ&C | 0.9993 | 0.9906 | 0.998 | 0.9916 | 0.9644 | 0.9859 | 0.9815 | 0.9807 |