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

Table 6

Comparative analysis of incorrectly classified instances.

S. No.	Technique	AR1	AR3	CM1	JM1	KC2	KC3	MC1
1	SVM	10	7	52	1751	90	35	68
2	J48	12	8	60	1925	97	40	60
3	RF	12	5	54	1663	87	36	49
4	MLP	12	4	62	1730	80	44	55
5	RBF	10	8	52	1724	85	39	68
6	HMM	9	8	49	7834	107	158	68
7	CDT	9	8	53	1760	89	35	59
8	A1DE	11	5	68	1777	87	39	169
9	NB	18	6	73	1783	86	41	553
10	KNN	12	9	76	2198	102	54	48