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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