% accuracy | |||
---|---|---|---|
Cytochrome P450 C17 | 7-attribute | 10-attribute | 15-attribute |
MILP based hyper-boxes method | 100.00 | 100.00 | 100.00 |
Bayes Network | 81.25 | 81.25 | 81.25 |
Naive Bayes | 62.50 | 71.88 | 53.13 |
Naive Bayes Simple | 62.50 | 68.75 | 50.00 |
Naive Bayes Updatable | 62.50 | 71.88 | 53.13 |
Lojistic | 71.88 | 56.25 | 62.50 |
Multilayer Perceptron | 62.50 | 71.88 | 59.38 |
SimpleLogistic | 75.00 | 75.00 | 81.25 |
SMO | 81.25 | 81.25 | 81.25 |
IB1 | 59.38 | 59.38 | 81.25 |
IBk | 59.38 | 59.38 | 62.50 |
Logit Boost | 71.88 | 62.50 | 62.50 |
Multi Class Classifier | 71.88 | 56.25 | 62.50 |
Threshold Selector | 43.75 | 40.63 | 62.50 |
LMT | 75.00 | 75.00 | 81.25 |
RandomForest | 75.00 | 68.75 | 65.63 |
OneR | 75.00 | 71.88 | 75.00 |