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Table 2 Classification accuracy and interpretability of models on the lung 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
0.1 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