Investigating Tree Family Machine Learning Techniques for a Predictive System to Unveil Software Defects

Table 5

Incorrectly classified instances analysis by each TF-ML technique on individual dataset.

Technique	AR1	AR3	CM1	KC2	KC3	MW1	PC1	PC2	PC3	PC4
CDT	9	8	53	89	35	31	72	23	169	158
CS-Forest	18	10	87	109	36	47	98	27	238	162
DS	11	6	49	106	35	36	77	23	160	178
Forest-PA	10	7	50	86	39	32	72	23	161	145
HT	9	10	49	87	37	31	77	23	160	174
J48	12	8	60	97	40	32	74	23	173	155
LMT	10	8	54	82	40	25	84	24	170	141
RF	12	5	54	87	36	32	70	23	154	136
RT	13	8	83	100	57	54	99	45	226	194
REP-T	9	8	54	96	40	34	71	23	162	150