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Table 6 Detection accuracy of CHAID models—tenfold cross validation

From: Detection of fraudulent financial statements using the hybrid data mining approach

Model

FFS (%)

Non-FFS (%)

Overall accuracy (%)

CHAID–CART

92.69

83.24

87.97

CHAID–CHAID

79.19

71.37

75.28

CHAID–BBN

81.88

80.13

81.01

CHAID–SVM

79.87

78.23

79.05

CHAID–ANN

83.20

81.59

82.40