A Comparison Study on Rule Extraction from Neural Network Ensembles, Boosted Shallow Trees, and SVMs

Table 13

Rule extraction comparison for SVMs.

Dataset	SVM rules Acc. [15]	SVM rules Fid.	SVM #rules	Our rules Acc.	Our Fid.	Our #rules
Aust. Cred. Appr.	85.8	90.4	34.5	85.7 (QSVM-P3)	98.1	20.5
Breast Cancer	96.5	98.4	9.0	96.7 (QSVM-G)	98.7	11.6