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

Table 4

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

Technique	AR1	AR3	CM1	KC2	KC3	MW1	PC1	PC2	PC3	PC4
CDT	112	55	445	433	159	372	1037	5566	1394	1300
CS-Forest	103	53	411	413	158	356	1011	5562	1325	1296
DS	110	57	449	416	159	367	1032	5566	1403	1280
Forest-PA	111	56	448	436	155	371	1037	5566	1402	1313
HT	112	53	449	435	157	372	1032	5566	1403	1284
J48	109	55	438	425	154	371	1035	5566	1390	1303
LMT	111	55	444	440	154	375	1025	5565	1393	1317
RF	109	58	444	435	158	371	1039	5566	1409	1322
RT	108	55	415	422	137	349	1010	5544	1337	1264
REP-T	112	55	444	426	154	369	1038	5566	1401	1308