Research Article
A Bayesian Classifier Learning Algorithm Based on Optimization Model
Table 1
Descriptions of UCI datasets used in the experiments.
| NO. | Dataset | Instances | Attributes | Classes | Missing value (N/Y) |
| 1 | Shuttle | 15 | 6 | 2 | N | 2 | Balloon | 16 | 4 | 2 | N | 3 | Lenses | 24 | 4 | 3 | N | 4 | Soybean (small) | 47 | 35 | 4 | N | 5 | Post-patient | 90 | 8 | 3 | Y | 6 | Zoo | 101 | 17 | 7 | N | 7 | Hayes-roth | 132 | 5 | 3 | N | 8 | Iris | 150 | 4 | 3 | N | 9 | Glass | 214 | 10 | 7 | N | 10 | Heart | 267 | 22 | 2 | N | 11 | Ionosphere | 351 | 34 | 2 | N | 12 | Monk’s | 432 | 7 | 2 | N | 13 | Vote | 435 | 16 | 2 | Y | 14 | Balance-scale | 625 | 5 | 3 | N | 15 | Tic-tac-toe | 958 | 9 | 2 | N | 16 | Car-evaluation | 1728 | 6 | 4 | N | 17 | Chess (kr-vs-kp) | 3196 | 36 | 2 | N | 18 | Mushroom | 8124 | 22 | 2 | Y | 19 | Nursery | 12960 | 8 | 5 | N | 20 | Letter | 20000 | 16 | 26 | N |
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