Algorithm | GENIA event | BioInfer | BioNLP'09 ST | ||||||
---|---|---|---|---|---|---|---|---|---|
P | R | F | P | R | F | P | R | F | |
C4.5 | 84.4% | 62.4% | 71.8% | 82.1% | 68.3% | 74.6% | 82.2% | 56.5% | 67.0% |
Random Forest | 82.6% | 66.7% | 73.8% | 87.0% | 70.8% | 78.1% | 76.3% | 58.4% | 66.2% |
Logistic Regression | 82.8% | 58.7% | 68.7% | 79.3% | 71.4% | 75.1% | 80.5% | 53.1% | 64.0% |
Naïve Bayes | 31.6% | 83.0% | 45.8% | 42.2% | 83.9% | 56.2% | 32.9% | 82.3% | 47.0% |
SVM | 79.3% | 53.7% | 64.0% | 79.0% | 67.7% | 72.9% | 78.6% | 46.7% | 58.6% |
IB1 | 66.1% | 66.7% | 66.4% | 85.8% | 71.4% | 77.9% | 70.8% | 59.5% | 64.7% |