Research Article
An Artificial Intelligence Approach to Financial Fraud Detection under IoT Environment: A Survey and Implementation
Table 6
Average of classification algorithms in fraud detection.
| ā | 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 |
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