Table 7.
Numbers of improved classification algorithms after dynamic selection under the F-measure index.
| Datasets | Number | Datasets | Number | Datasets | Number |
|---|---|---|---|---|---|
| wine | 4 | ar3 | 7 | shuttle | 7 |
| hayesroth | 7 | ar4 | 9 | wan_2 | 7 |
| contraceptive | 9 | ar5 | 8 | zoo | 9 |
| penbased | 13 | ar6 | 11 | transfusion | 12 |
| newthyroid | 10 | cm1_req | 10 | waveform | 5 |
| dermatology | 5 | jEdit_4.0_4.2 | 4 | chess | 12 |
| balance | 10 | jEdit_4.0_4.3 | 12 | auto_205 | 11 |
| glass | 11 | kc2 | 9 | car | 12 |
| auto | 9 | kc3 | 8 | vehicle | 9 |
| yeast | 10 | mc2 | 11 | heart | 12 |
| thyroid | 11 | mw1 | 8 | hayes | 8 |
| lymphography | 7 | pc1_req | 5 | sick | 10 |
| ecoli | 13 | balance-scale | 11 | redwinequality | 11 |
| pageblocks | 7 | banknote-authentication | 11 | ar1 | 11 |
| blood-transfusion-service-center | 9 | breast_w | 9 | climate-model-simulation-crashes | 12 |
| diabetes | 7 | ilpd | 10 | vowel | 14 |
| monks-problems1 | 2 | monks-problems2 | 10 | monks-problems3 | 2 |
| mozilla4 | 10 | pc1 | 9 | pc3 | 6 |
| pc4 | 10 | phoneme | 12 |