Towards Tax Evasion Detection Using Improved Particle Swarm Optimization Algorithm

Table 3

Evaluation of models based on classification dataset.

Datasets	Instances	Features	Classes	Models	Accuracy
Heart Cleveland	303	14	2	IPSO-MLP	87.15
				IPSO-SVM	86.49
				LR	84.61
Hepatitis	155	19	2	IPSO-MLP	81.11
				IPSO-SVM	80.64
				LR	79.29
Diabetes	768	8	2	IPSO-MLP	85.26
				IPSO-SVM	84.19
				LR	83.07
Cancer	699	9	2	IPSO-MLP	98.56
				IPSO-SVM	98.25
				LR	96.13
Heart Stalog	270	13	2	IPSO-MLP	87.35
				IPSO-SVM	86.07
				LR	85.34
Lung cancer	32	56	2	IPSO-MLP	90.49
				IPSO-SVM	89.27
				LR	88.41
Sonar	208	60	2	IPSO-MLP	95.76
				IPSO-SVM	94.08
				LR	93.56