Decorate base classifiers: J48 pruned tree ------------------ Mod_Know <= 1: 0 (70.0/1.0) Mod_Know > 1 | Diff_Block <= 77: 0 (57.0/7.0) | Diff_Block > 77: 1 (3.0) Number of Leaves : 3 Size of the tree : 5 J48 pruned tree ------------------ Mod_Know <= 1 | Mod_Know <= 0.96102: 1 (15.0) | Mod_Know > 0.96102: 0 (70.0/1.0) Mod_Know > 1 | Mod_Know <= 1.994152: 1 (97.0/10.0) | Mod_Know > 1.994152 | | Mod_Know <= 2.125175 | | | ReusedLoC <= 1985 | | | | Mod_Rate <= 44 | | | | | LOC6_1 <= 550.355104: 0 (27.0) | | | | | LOC6_1 > 550.355104 | | | | | | Diff_Block <= 20: 1 (6.0) | | | | | | Diff_Block > 20: 0 (29.0/4.0) | | | | Mod_Rate > 44: 1 (4.0/1.0) | | | ReusedLoC > 1985: 1 (5.0/1.0) | | Mod_Know > 2.125175: 1 (7.0) Number of Leaves : 9 Size of the tree : 17 J48 pruned tree ------------------ Mod_Know <= 1: 0 (95.0/13.0) Mod_Know > 1 | Mod_Know <= 1.503771: 1 (40.0/15.0) | Mod_Know > 1.503771 | | Mod_Know <= 2 | | | Added_LoC <= 336 | | | | Mod_Rate <= 30.415481: 0 (69.0/9.0) | | | | Mod_Rate > 30.415481 | | | | | LOC6_1 <= 104: 1 (4.0) | | | | | LOC6_1 > 104 | | | | | | Diff_Block <= 52.436523 | | | | | | | Added_LoC <= 136: 0 (8.0) | | | | | | | Added_LoC > 136 | | | | | | | | Mod_Know <= 1.821971: 0 (2.0) | | | | | | | | Mod_Know > 1.821971 | | | | | | | | | Added_LoC <= 252.151124: 1 (3.0) | | | | | | | | | Added_LoC > 252.151124: 0 (2.0) | | | | | | Diff_Block > 52.436523: 1 (5.0/1.0) | | | Added_LoC > 336: 1 (6.0/1.0) | | Mod_Know > 2 | | | Mod_Know <= 2.168991 | | | | LOC6_0 <= 301.759618 | | | | | Added_LoC <= 113: 1 (2.0) | | | | | Added_LoC > 113: 0 (3.0) | | | | LOC6_0 > 301.759618: 1 (12.0) | | | Mod_Know > 2.168991: 0 (9.0/1.0) Number of Leaves : 14 Size of the tree : 27 J48 pruned tree ------------------ Mod_Know <= 0.984942: 1 (28.0/9.0) Mod_Know > 0.984942 | Mod_Know <= 1: 0 (70.0/1.0) | Mod_Know > 1 | | LOC6_1 <= 1636 | | | Mod_Know <= 1.983136 | | | | Mod_Rate <= 36.201746 | | | | | Mod_Rate <= 28.37835: 0 (37.0/16.0) | | | | | Mod_Rate > 28.37835: 1 (11.0/1.0) | | | | Mod_Rate > 36.201746: 0 (8.0) | | | Mod_Know > 1.983136 | | | | Mod_Rate <= 35: 0 (57.0/7.0) | | | | Mod_Rate > 35 | | | | | Mod_Know <= 2.14873 | | | | | | LOC6_0 <= 107: 1 (2.0) | | | | | | LOC6_0 > 107 | | | | | | | Added_LoC <= 220.631283 | | | | | | | | Added_LoC <= 130.578049: 0 (2.0) | | | | | | | | Added_LoC > 130.578049: 1 (2.0) | | | | | | | Added_LoC > 220.631283: 0 (3.0) | | | | | Mod_Know > 2.14873: 1 (3.0) | | LOC6_1 > 1636 | | | LOC6_0 <= 1696.858302 | | | | Added_LoC <= 107 | | | | | LOC6_1 <= 1861: 1 (3.0) | | | | | LOC6_1 > 1861: 0 (6.0/1.0) | | | | Added_LoC > 107: 1 (19.0) | | | LOC6_0 > 1696.858302 | | | | Mod_Rate <= 24.29339: 0 (5.0) | | | | Mod_Rate > 24.29339: 1 (4.0/1.0) Number of Leaves : 16 Size of the tree : 31 J48 pruned tree ------------------ Mod_Know <= 1.099977 | LOC6_0 <= -84.565229 | | Diff_Block <= 26.49349: 1 (4.0) | | Diff_Block > 26.49349: 0 (4.0/1.0) | LOC6_0 > -84.565229: 0 (88.0/4.0) Mod_Know > 1.099977 | Mod_Know <= 2.07911: 0 (153.0/53.0) | Mod_Know > 2.07911 | | LOC6_0 <= 280.076679: 0 (3.0) | | LOC6_0 > 280.076679: 1 (8.0/1.0) Number of Leaves : 6 Size of the tree : 11 J48 pruned tree ------------------ Mod_Know <= 0.981366 | Diff_Block <= 64: 1 (22.0/1.0) | Diff_Block > 64: 0 (2.0) Mod_Know > 0.981366 | Mod_Know <= 1: 0 (70.0/1.0) | Mod_Know > 1 | | Mod_Know <= 1.803397 | | | ReusedLoC <= 1080.656446: 1 (51.0/12.0) | | | ReusedLoC > 1080.656446 | | | | Diff_Block <= 31: 0 (17.0/1.0) | | | | Diff_Block > 31 | | | | | Del_LoC <= 163: 1 (6.0/1.0) | | | | | Del_LoC > 163: 0 (3.0) | | Mod_Know > 1.803397 | | | Mod_Know <= 2 | | | | Diff_Block <= 71.134621 | | | | | Mod_Rate <= 47 | | | | | | Mod_Rate <= 16.070468 | | | | | | | LOC6_0 <= 621.286383: 0 (4.0/1.0) | | | | | | | LOC6_0 > 621.286383: 1 (2.0) | | | | | | Mod_Rate > 16.070468: 0 (54.0/4.0) | | | | | Mod_Rate > 47: 1 (4.0/1.0) | | | | Diff_Block > 71.134621: 1 (5.0/1.0) | | | Mod_Know > 2 | | | | Mod_Know <= 2.506224: 1 (18.0/3.0) | | | | Mod_Know > 2.506224: 0 (2.0) Number of Leaves : 14 Size of the tree : 27 J48 pruned tree ------------------ Mod_Know <= 1.019838 | Mod_Know <= 0.986846 | | LOC6_0 <= 1948.915158: 0 (15.0/6.0) | | LOC6_0 > 1948.915158: 1 (4.0) | Mod_Know > 0.986846: 0 (71.0/1.0) Mod_Know > 1.019838 | Mod_Know <= 1.998901: 1 (88.0/39.0) | Mod_Know > 1.998901: 0 (82.0/18.0) Number of Leaves : 5 Size of the tree : 9 J48 pruned tree ------------------ Mod_Know <= 1 | Mod_Know <= 0.967163 | | LOC6_0 <= 1865.195936 | | | Added_LoC <= 165.059865: 1 (10.0) | | | Added_LoC > 165.059865 | | | | Added_LoC <= 220.501721: 0 (3.0) | | | | Added_LoC > 220.501721: 1 (4.0) | | LOC6_0 > 1865.195936: 0 (4.0) | Mod_Know > 0.967163: 0 (71.0/1.0) Mod_Know > 1 | Mod_Know <= 1.593026: 1 (56.0/18.0) | Mod_Know > 1.593026: 0 (112.0/32.0) Number of Leaves : 7 Size of the tree : 13 J48 pruned tree ------------------ Mod_Know <= 1.213814 | Mod_Know <= 0.980592 | | LOC6_0 <= 398: 0 (5.0) | | LOC6_0 > 398 | | | Diff_Block <= 55: 1 (13.0/3.0) | | | Diff_Block > 55: 0 (3.0) | Mod_Know > 0.980592 | | Del_LoC <= 145: 0 (67.0) | | Del_LoC > 145 | | | Diff_Block <= 17: 1 (3.0) | | | Diff_Block > 17: 0 (18.0/2.0) Mod_Know > 1.213814 | Mod_Rate <= 37.188983 | | LOC6_1 <= -76.702768: 1 (9.0/1.0) | | LOC6_1 > -76.702768 | | | LOC6_1 <= 544: 0 (41.0/8.0) | | | LOC6_1 > 544 | | | | Diff_Block <= 20: 1 (20.0/6.0) | | | | Diff_Block > 20 | | | | | Diff_Block <= 77: 0 (57.0/12.0) | | | | | Diff_Block > 77: 1 (3.0) | Mod_Rate > 37.188983: 1 (21.0/5.0) Number of Leaves : 12 Size of the tree : 23 J48 pruned tree ------------------ Added_LoC <= 130 | Mod_Know <= 1.109244 | | Mod_Know <= 0.987013 | | | LOC6_1 <= 751: 0 (6.0) | | | LOC6_1 > 751 | | | | Diff_Block <= 31: 1 (4.0) | | | | Diff_Block > 31: 0 (3.0) | | Mod_Know > 0.987013: 0 (57.0) | Mod_Know > 1.109244 | | Mod_Rate <= 14.681632 | | | Del_LoC <= 119.154718: 1 (10.0/2.0) | | | Del_LoC > 119.154718: 0 (3.0) | | Mod_Rate > 14.681632: 0 (71.0/12.0) Added_LoC > 130 | LOC6_0 <= 884.363519 | | Del_LoC <= 137.277617: 0 (28.0/13.0) | | Del_LoC > 137.277617: 1 (15.0/1.0) | LOC6_0 > 884.363519 | | Mod_Know <= 0.550162: 1 (4.0) | | Mod_Know > 0.550162: 0 (59.0/15.0) Number of Leaves : 11 Size of the tree : 21 J48 pruned tree ------------------ Mod_Know <= 1 | Mod_Know <= 0.975358 | | Mod_Know <= 0.654125: 0 (6.0) | | Mod_Know > 0.654125 | | | Mod_Know <= 0.875284 | | | | Added_LoC <= 29: 1 (3.0) | | | | Added_LoC > 29 | | | | | Del_LoC <= 105: 0 (3.0) | | | | | Del_LoC > 105 | | | | | | Mod_Know <= 0.817271: 1 (2.0) | | | | | | Mod_Know > 0.817271: 0 (2.0) | | | Mod_Know > 0.875284: 1 (5.0) | Mod_Know > 0.975358: 0 (70.0/1.0) Mod_Know > 1 | Mod_Rate <= 16.652996: 1 (36.0/10.0) | Mod_Rate > 16.652996: 0 (133.0/47.0) Number of Leaves : 9 Size of the tree : 17 Number of classifier in the ensemble: 11