Semisupervised SVM Based on Cuckoo Search Algorithm and Its Application

Table 6

Comparison on performance index.

Well	Model	RMSE	MAE	Accuracy(%)	Running time(s)
	SVM	0.1894	0.0359	96.41	0.01
	S3VM	0.3824	0.1463	85.37	0.17
	PSO-S3VM	0.3673	0.1349	86.51	5.32
	CCCS-S3VM	0.2371	0.0562	94.38	1.78
	SVM	0.3317	0.1100	89.00	0.02
	S3VM	0.3536	0.1250	87.50	0.42
	PSO-S3VM	0.3151	0.0993	90.07	10.21
	CCCS-S3VM	0.3043	0.0926	90.74	2.99
	SVM	0.3240	0.1050	89.50	0.02
	S3VM	0.3521	0.1240	87.60	0.57
	PSO-S3VM	0.3351	0.1123	88.77	11.72
	CCCS-S3VM	0.2581	0.0666	93.34	3.89