Table 6 Accuracy of Y-randomization on antiTB_ MDL
From: Fast rule-based bioactivity prediction using associative classification mining
Model | CPAR | CBA | CMAR |
|---|---|---|---|
original | 70.78±3.51 | 72.06±2.38 | 69.84±2.14 |
1 | 44.25±19.38 | 43.08±3.97 | 44.03±4.68 |
2 | 40.35±19.54 | 49.04±2.92 | 51.00±2.81 |
3 | 39.27±11.29 | 48.98±3.94 | 45.77±3.61 |
4 | 57.83±8.73 | 50.66±2.37 | 48.24±3.84 |
5 | 57.85±6.11 | 52.62±3.11 | 51.05±5.45 |