From: Using NLP in openEHR archetypes retrieval to promote interoperability: a feasibility study in China
Methods | AP | P@3 | P@5 | ||
---|---|---|---|---|---|
Low level set | Original search terms | Ā | 0.050 | 0.050 | 0.050 |
Ā | Expansion terms | Top3 | 0.963 | 0.950 | 0.975 |
Ā | Ā | Top5 | 0.975 | 0.950 | 1.000 |
Ā | Ā | Top10 | 0.963 | 0.950 | 0.975 |
Ā | Ā | Mean | 0.967 | 0.950 | 0.983 |
Ā | Combination terms | Top3 | 0.512 | 0.500 | 0.525 |
Ā | Ā | Top5 | 0.575 | 0.550 | 0.600 |
Ā | Ā | Top10 | 0.6125 | 0.600 | 0.625 |
Ā | Ā | Mean | 0.567 | 0.550 | 0.583 |
Medium level set | Original search terms | Ā | 0.137 | 0.125 | 0.15 |
Ā | Expansion terms | Top3 | 0.888 | 0.850 | 0.925 |
Ā | Ā | Top5 | 0.888 | 0.850 | 0.925 |
Ā | Ā | Top10 | 0.875 | 0.850 | 0.900 |
Ā | Ā | Mean | 0.883 | 0.850 | 0.917 |
Ā | Combination terms | Top3 | 0.200 | 0.200 | 0.200 |
Ā | Ā | Top5 | 0.200 | 0.200 | 0.200 |
Ā | Ā | Top10 | 0.250 | 0.250 | 0.250 |
Ā | Ā | Mean | 0.217 | 0.217 | 0.217 |
High level set | Original search terms | Ā | 0.150 | 0.150 | 0.150 |
Ā | Expansion terms | Top3 | 0.637 | 0.525 | 0.750 |
Ā | Ā | Top5 | 0.612 | 0.550 | 0.675 |
Ā | Ā | Top10 | 0.575 | 0.500 | 0.650 |
Ā | Ā | Mean | 0.608 | 0.525 | 0.692 |
Ā | Combination terms | Top3 | 0.150 | 0.150 | 0.150 |
Ā | Ā | Top5 | 0.175 | 0.175 | 0.175 |
Ā | Ā | Top10 | 0.175 | 0.175 | 0.175 |
Ā | Ā | Mean | 0.167 | 0.167 | 0.167 |