TABLE 1.
Method | Metric | 0.1 s | 0.2 s | 0.3 s | 0.4 s | 0.5 s | 1.0 s |
CPD | Precision | 0.00 | 0.01 | 0.07 | 0.15 | 0.49 | 0.97 |
Recall | 0.00 | 0.01 | 0.07 | 0.14 | 0.47 | 0.91 | |
F-score | NA1 | 0.01 | 0.07 | 0.14 | 0.48 | 0.94 | |
LEA | Precision | 0.25 | 0.61 | 0.74 | 0.85 | 0.90 | 0.95 |
Recall | 0.23 | 0.56 | 0.69 | 0.78 | 0.82 | 0.88 | |
F-score | 0.24 | 0.58 | 0.71 | 0.81 | 0.86 | 0.92 | |
GBM | Precision | 0.65 | 0.81 | 0.87 | 0.92 | 0.93 | 0.97 |
Recall | 0.67 | 0.84 | 0.89 | 0.95 | 0.96 | 1.00 | |
F-score | 0.66 | 0.82 | 0.88 | 0.93 | 0.95 | 0.99 |
1NA = not applicable (due to division by zero).