Towards Tax Evasion Detection Using Improved Particle Swarm Optimization Algorithm

Table 4

The results of the models based on different criteria.

Models	Precision	Recall	F1	Accuracy
SVM	88.67	89.16	88.91	90.58
KNN	81.70	82.42	82.06	85.33
C5.0	84.11	85.61	84.85	88.66
NB	85.33	86.67	85.99	88.89
MLP	89.82	90.45	90.13	91.33
Adaboost	88.00	88.32	88.16	89.65
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

The bold value indicates the highest accuracy.