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

Table 6

Average of classification algorithms in fraud detection.

	EM	simpleK	FarthestFirst	XMeans	DensityBased	AVG
NaiveBayes	0.99886	0.94686	0.99529	0.96443	0.97371	0.97583
SVM	0.99571	0.99800	0.99957	0.99814	0.99629	0.99754
Regression	0.99971	1	1	1	0.99886	0.99971
OneR	0.99757	0.92386	0.92571	0.91800	0.95943	0.94491
C4.5	0.99986	0.99886	0.99971	0.99929	0.99943	0.99943
RandomForest	1	0.99929	1	0.99957	0.99957	0.99969