Table 5 Misclassification Costs for False Negatives per confirmatory dataset
Dataset | Naive Bayes | SMO | Random Forest | J48 |
|---|---|---|---|---|
AID1608a (14) | 2 | 5 | 75 | 25 |
AID644a (2) | None* | None | None | None* |
AID1284a (5) | None* | 2.7 | 8 | 2 |
AID439a (4) | None* | None | None | None |
AID721a (3) | None* | None | None | None |
AID1608b (14) | None | 200 | 75 | 30 |
AID644b (2) | None* | None | 1.5 | 2 |
AID1284b (5) | None* | 6 | 8 | 2 |
AID439b (4) | None | None | 3 | None* |
AID721b (3) | None | None | None | None |