Research on Audit Opinion Prediction of Listed Companies Based on Sparse Principal Component Analysis and Kernel Fuzzy Clustering Algorithm

Table 6

The ranks of the six sampling algorithms on four databases.

	RO	SMOTE	ADASYN	RU	NearMiss	S-KFCM
DATA SET I	4	5	3	2	6	1
DATA SET II	3	4	5	2	6	1
DATA SET III	4	3	5	2	6	1
DATA SET IV	2	4	5	3	6	1
Total rank	13	16	18	9	24	4
Ave rank	3.25	4	4.5	2.25	6	1