Table 3 Classification accuracy and interpretability of models on the ovarian cancer data set.
From: Building interpretable fuzzy models for high dimensional data analysis in cancer diagnosis
w 1 | w 2 | w 3 | Number of Rules | Average Rule Length | Testing Accuracy |
|---|---|---|---|---|---|
0.7 | 0.2 | 0.1 | 36 | 2.3 | 86.71 |
0.5 | 0.2 | 0.3 | 16 | 2 | 78.03 |
0.3 | 0.4 | 0.3 | 8 | 2 | 63.75 |