From: GeneRIF indexing: sentence selection based on machine learning
NB | SVM | ABM1 | |||||||
---|---|---|---|---|---|---|---|---|---|
p | r | f | p | r | f | p | r | f | |
pos | 0.6052 | 0.3256 | 0.4234 | 0.6052 | 0.3256 | 0.4234 | 0.6594 | 0.7691 | 0.7100 |
posf | 0.6705 | 0.5358 | 0.5956 | 0.6798 | 0.5196 | 0.5890 | 0.7218 | 0.7252 | 0.7235 |
text | 0.5941 | 0.6051 | 0.5995 | 0.6322 | 0.6351 | 0.6336 | 0.8250 | 0.0762 | 0.1395 |
gene | 0.5533 | 0.6952 | 0.6162 | 0.5533 | 0.6952 | 0.6162 | 0.5533 | 0.6952 | 0.6162 |
dis | 0.6960 | 0.8037 | 0.7460 | 0.6755 | 0.8268 | 0.7435 | 0.7284 | 0.6628 | 0.6941 |
posf + dis | 0.6974 | 0.8568 | 0.7689 | 0.6755 | 0.8268 | 0.7435 | 0.7323 | 0.7390 | 0.7356 |
posf + dis + gene | 0.6996 | 0.8337 | 0.7608 | 0.6976 | 0.8152 | 0.7519 | 0.7875 | 0.7275 | 0.7563 |
posf + dis + go | 0.6972 | 0.8614 | 0.7707 | 0.6755 | 0.8268 | 0.7435 | 0.7323 | 0.7390 | 0.7356 |
posf + dis + go + text | 0.6751 | 0.7968 | 0.7309 | 0.7282 | 0.6559 | 0.6902 | 0.7342 | 0.7529 | 0.7434 |
disg | 0.6061 | 0.9630 | 0.7440 | 0.6061 | 0.9630 | 0.7440 | 0.6061 | 0.9630 | 0.7440 |
posf + disg | 0.6798 | 0.7552 | 0.7155 | 0.7250 | 0.7667 | 0.7452 | 0.7259 | 0.7644 | 0.7447 |
posf + disg + gene | 0.7047 | 0.7991 | 0.7489 | 0.7886 | 0.7321 | 0.7593 | 0.7810 | 0.6836 | 0.7291 |
posf + disg + go | 0.6708 | 0.7575 | 0.7115 | 0.7249 | 0.7667 | 0.7452 | 0.7259 | 0.7644 | 0.7447 |
posf + disg + go + text | 0.6759 | 0.7321 | 0.7029 | 0.7802 | 0.6559 | 0.7127 | 0.7393 | 0.7206 | 0.7298 |