Table 6. Prediction accuracy by logistic regression.
Number of features in ϕ | 6 | 10 | 13 | 16 | 30 | 50 | 80 | 120 | 159 |
---|---|---|---|---|---|---|---|---|---|
Accuracy (%) | 63.9 | 83.9 | 84.4 | 96.1 | 85.0 | 76.1 | 72.2 | 65.6 | 55.0 |
TP (%) | 64.4 | 84.4 | 78.9 | 97.8 | 91.1 | 77.8 | 75.6 | 65.6 | 56.7 |
FP (%) | 36.7 | 16.7 | 10.0 | 5.6 | 21.1 | 25.6 | 31.1 | 34.4 | 46.7 |