Nearest neighbor | SVM | Naive Bayes | |||||
---|---|---|---|---|---|---|---|
Database | Total number of features | Accuracy (%) | Selected number of features | Accuracy (%) | Selected number of features | Accuracy (%) | Selected number of features |
GLI-85 | 22283 | 88.3±2.9 | 3 | 86.5±5.2 | 2 | 89.1±2.9 | 3 |
GLA-BRA-180 | 4915 | 65.3±4.6 | 45 | 66.7±4.8 | 6 | 68.4±5.1 | 37 |
CLL-SUB-111 | 11340 | 74.9±2.6 | 1 | 65.6±5.5 | 78 | 66.5±8.3 | 50 |
TOX-171 | 5748 | 69.6±4.4 | 89 | 78.5±5.5 | 71 | 61.5±5.1 | 68 |
SMK-CAN-187 | 19993 | 71.2±1.7 | 1 | 73.2±3.2 | 48 | 70.8±4.0 | 52 |