Dataset | Naive Bayes | SMO | Random Forest | J48 | ||||
---|---|---|---|---|---|---|---|---|
 | TP% | FP% | TP% | FP% | TP% | FP% | TP% | FP% |
AID1608a (154) | 23.08 | 19.17 | 30.77 | 8.81 | 30.77 | 8.29 | 15.78 | 20.21 |
AID644a (100) | 38.46 | 39.29 | 23.08 | 17.86 | 23.08 | 7.14 | 38.46 | 28.57 |
AID1284a (103) | 27.27 | 26.23 | 36.36 | 13.11 | 45.45 | 18.03 | 54.55 | 13.11 |
AID439a (81) | 100.00 | 27.27 | 50.00 | 9.09 | 50.00 | 18.18 | 50.00 | 18.18 |
AID721a (87) | 0.00 | 28.57 | 0.00 | 14.29 | 0.00 | 21.43 | 0.00 | 14.29 |
AID1608b (914) | 30.77 | 12.95 | 38.46 | 13.47 | 30.77 | 12.95 | 38.46 | 18.13 |
AID644b (914) | 30.77 | 28.57 | 53.85 | 14.29 | 38.46 | 17.86 | 30.77 | 14.29 |
AID1284b (914) | 36.36 | 24.59 | 36.36 | 13.11 | 54.55 | 18.03 | 45.45 | 16.39 |
AID439b (914) | 50.00 | 18.18 | 50.00 | 9.09 | 50.00 | 18.18 | 0.00 | 27.27 |
AID721b (914) | 0.00 | 14.29 | 0.00 | 21.43 | 0.00 | 7.14 | 0.00 | 0.00 |