Table 8.
Prediction accuracy (%) for the best of the methods tested and their respective MCC values.
Prediction method | Total prediction accuracy | Class 1 (< 25% activity) | Class 2 (> 25% activity) | MCC |
---|---|---|---|---|
SVM (p = 5) | 76.7 | 82.5 | 68.6 | 0.52 |
PLS | 73.3 | 86.7 | 63.0 | 0.50 |
PREDMUT | 76.6 | 73.7 | 78.7 | 0.52 |