From: Fast rule-based bioactivity prediction using associative classification mining
Data set | Descriptors | Classification Model | ||||
---|---|---|---|---|---|---|
 |  | SVM | Bayesian | CPAR | CBA | CMAR |
AntiTB | MDL | 61.82±2.96 | 63.00±2.97 | 70.78±3.51 | 72.06±2.38 | 69.84±2.14 |
Properties | 69.50±1.84 | 70.48±1.80 | 63.27±3.10 | 66.09±5.66 | 63.49±2.51 | |
PubChem | 71.08±1.72 | 68.93±2.23 | 74.15±1.75 | 63.62±2.35 | 67.25±1.52 | |
Mutagenicity | MDL | 74.26±2.87 | 69.07±3.49 | 77.37±5.25 | 77.75±4.89 | 75.48±5.11 |
Properties | 70.04±3.99 | 68.82±6.13 | 66.75±2.74 | 75.87±3.58 | 74.57±5.44 | |
PubChem | 72.67±3.80 | 66.41±3.66 | 75.77±4.16 | 76.13±3.91 | 71.91±5.38 | |
hERG | MDL | 62.62±6.73 | 70.08±9.64 | 72.75±12.26 | 69.20±6.84 | 73.69±9.67 |
Properties | 80.82±7.22 | 75.73±13.35 | 72.78±10.39 | 79.65±6.37 | 80.73±8.18 | |
 | PubChem | 60.13±9.98 | 73.18±11.89 | 77.72±9.70 | 74.77±8.28 | 78.03±9.79 |