Towards Tax Evasion Detection Using Improved Particle Swarm Optimization Algorithm

Table 6

Comparison of IPSO algorithm with other algorithms.

Models	Precision	Recall	F1	Accuracy
IPSO-MLP	93.25	93.78	93.51	93.68
IPSO-SVM	92.64	92.75	92.69	92.24
LR	91.80	82.34	86.81	67.00
GA-MLP	92.87	92.93	92.90	93.11
GA-SVM	91.34	91.57	91.45	91.43
ABC-MLP	92.91	93.19	93.05	93.26
ABC-SVM	91.16	91.38	91.27	91.74
FA-MLP	91.07	91.46	91.26	91.94
FA-SVM	90.89	91.22	91.05	92.38
ICA-MLP	92.90	93.13	93.01	93.27
ICA-SVM	90.72	90.89	90.80	91.53

The bold value indicates the highest accuracy.