An Artificial Intelligence Approach to Financial Fraud Detection under IoT Environment: A Survey and Implementation

Table 5

Average of clustering algorithms in fraud detection.

	Naïve; Bayes	SVM	Regression	OneR	C4.5	Random; Forest	AVG
EM	0.99886	0.99571	0.99971	0.99757	0.99986	1	0.99862
simpleK	0.94686	0.99800	1	0.92386	0.99886	0.99929	0.97781
Farthest_F	0.99529	0.99957	1	0.92571	0.99971	1	0.98671
XMeans	0.96443	0.99629	1	0.91800	0.99929	0.99957	0.97990
Density_B	0.97371	0.99754	0.99886	0.95943	0.99943	0.99957	0.98788