Table 2. Results from the 10-fold cross-testing. Average and standard error of accuracy are shown for two thresholds.
Testing folds | Threshold = 0.333 | Threshold = 0.5 | ||
---|---|---|---|---|
Accuracy | Coverage | Accuracy | Coverage | |
K1 | 75.4% | 100% | 79.0% | 89.3% |
K2 | 87.9% | 100% | 90.0% | 93.3% |
K3 | 71.4% | 100% | 76.8% | 79.3% |
K4 | 92.1% | 100% | 95.9% | 88.4% |
K5 | 93.2% | 100% | 95.6% | 93.7% |
K6 | 67.7% | 100% | 68.9% | 94.2% |
K7 | 83.5% | 100% | 86.4% | 91.8% |
K8 | 88.2% | 100% | 92.3% | 85.0% |
K9 | 92.2% | 100% | 94.8% | 94.2% |
K10 | 74.1% | 100% | 76.6% | 90.2% |
Average | 82.6%±3.0% | 100% | 85.6%±3.0% | 89.9%±1.5% |