Software Defect Prediction for Healthcare Big Data: An Empirical Evaluation of Machine Learning Techniques

Table 5

Comparative analysis of correctly classified instances.

S. No.	Technique	AR1	AR3	CM1	JM1	KC2	KC3	MC1
1	SVM	111	56	446	7842	432	159	9398
2	J48	109	55	438	7668	425	154	9406
3	RF	109	58	444	7930	435	158	9417
4	MLP	109	59	436	7863	442	150	9411
5	RBF	111	55	446	7869	437	155	9398
6	HMM	112	55	449	1759	415	36	9398
7	CDT	112	55	445	7833	433	159	9407
8	A1DE	110	58	430	7816	435	155	9297
9	NB	103	57	425	7810	436	153	8913
10	KNN	109	54	422	7395	420	140	9418