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Table 7 Type I error and Type II error of CHAID models

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

Model

Type I error rate (%)

Type II error rate (%)

Overall error rate (%)

CHAID–CART

7.31

16.76

12.03

CHAID–CHAID

20.81

28.63

24.72

CHAID–BBN

18.12

19.87

18.99

CHAID–SVM

20.13

21.77

20.95

CHAID–ANN

16.80

18.41

17.60