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Classification accuracy and interpretability of models on the lung cancer data set.
| w1 | w2 | w3 | Number of Rules | Average Rule Length | Testing Accuracy |
|---|---|---|---|---|---|
| 0.1 | 0.7 | 0.2 | 2 | 1.5 | 89.26 |
| 0.5 | 0.1 | 0.4 | 6 | 1.8 | 90.06 |
| 0.5 | 0.4 | 0.1 | 3 | 2 | 90.06 |
| 0.5 | 0.2 | 0.2 | 3 | 2 | 89.93 |
| 0.7 | 0.1 | 0.2 | 3 | 2 | 91.28 |
| 1 | 0 | 0 | 23 | 2 | 90.06 |
