Software Defect Prediction through Neural Network and Feature Selections

Table 2

Example of data set used in this study.

Attribute number	1	2	3	4	5	6	7	8	9	10	11	13
Data set
CM1	1.1	1	1.4	5	24	19.5	1287	0.03	74	80	90	F
JM1	695	0	0.09	1	2.3	4	19	7.6	3	33	11	T
KC1	0	546	22	245	4	1	57	0.09	78	4	33	F
KC2	4	2	0.7	33	673	157	3	49	3	0	406	T
KC3	22	1	0	148	36	71	901	33	378	222	1	T
KC4	0.01	1.01	1	2	55	19	35	28	75	20	33	F
MC1	12	120	0	256	1	52	0.09	5	33	0	1.5	T
MC2	2	1	999	535	43	58	96	40	1	0	4	F
MW1	3	0	1	0.1	2	0.25	0.33	11	333	6	55	F
PC1	1	80	0	0.4	7	1	O.79	77	65	4	34	T
PC2	2	80	95	0.8	36	0.70	50	21	60	5	123	F
PC3	456	5	22	44	44	0.66	0.50	0.35	1	35	76	T
PC4	180	32	55	44	25	0.15	33	.09	0	80	5	T
PC5	1.1	5.9	4	678	390	5.7	6	1	2.5	65	0	F