Training Corpus | AB3P corpus | BIOADI corpus | ||||
---|---|---|---|---|---|---|
Test Corpus | BIOADI corpus | AB3P corpus | ||||
Learning Algorithm | Precision | Recall | F-score | Precision | Recall | F-Score |
Naïve Bayes | 0.9733 | 0.4828 | 0.6454 | 0.9784 | 0.7518 | 0.8503 |
Logistic Regression | 0.9352 | 0.7995 | 0.8620 | 0.9586 | 0.8464 | 0.8990 |
MCMaximun Entropy | 0.9320 | 0.7013 | 0.8004 | 0.9301 | 0.8066 | 0.8640 |
SVM (linear kernel) | 0.9446 | 0.7808 | 0.8549 | 0.9619 | 0.8398 | 0.8967 |
SVM (RBF kernel) | 0.9212 | 0.8103 | 0.8622 | 0.9256 | 0.8580 | 0.8906 |