Decorate base classifiers: J48 pruned tree ------------------ oz4 <= 0.29782 | oz2 <= -1.148486: P (48.0/1.0) | oz2 > -1.148486 | | oz2 <= 0.195741 | | | oz2 <= -0.733034 | | | | oz3 <= -1.1507: N (7.0) | | | | oz3 > -1.1507 | | | | | oz29 <= -1.343245: N (4.0) | | | | | oz29 > -1.343245 | | | | | | oz11 <= 1.469777: P (22.0/1.0) | | | | | | oz11 > 1.469777: N (2.0) | | | oz2 > -0.733034 | | | | oz1 <= 0.553021 | | | | | oz18 <= -1.619077 | | | | | | oz2 <= -0.413251: N (2.0) | | | | | | oz2 > -0.413251: P (3.0) | | | | | oz18 > -1.619077: N (77.0/1.0) | | | | oz1 > 0.553021: P (5.0/1.0) | | oz2 > 0.195741 | | | oz1 <= 1.270904 | | | | oz1 <= -0.189864 | | | | | oz7 <= 1.263722: N (6.0) | | | | | oz7 > 1.263722: P (3.0) | | | | oz1 > -0.189864: P (79.0/1.0) | | | oz1 > 1.270904 | | | | oz2 <= 1.23135: P (9.0) | | | | oz2 > 1.23135 | | | | | oz28 <= -1.631353: P (2.0) | | | | | oz28 > -1.631353 | | | | | | oz45 <= -1.426709: P (3.0/1.0) | | | | | | oz45 > -1.426709: N (24.0) oz4 > 0.29782 | oz2 <= 0.277542 | | oz2 <= -1.286844 | | | oz19 <= 0.239167 | | | | oz26 <= 0.577195: P (9.0) | | | | oz26 > 0.577195: N (2.0) | | | oz19 > 0.239167: N (10.0) | | oz2 > -1.286844 | | | oz22 <= 1.109829: N (88.0) | | | oz22 > 1.109829 | | | | oz30 <= -0.47208 | | | | | oz7 <= 0.842818: P (3.0) | | | | | oz7 > 0.842818: N (2.0) | | | | oz30 > -0.47208: N (12.0) | oz2 > 0.277542 | | oz5 <= 1.83868 | | | oz1 <= 0.046711: N (12.0/1.0) | | | oz1 > 0.046711 | | | | oz2 <= 1.188061: P (30.0) | | | | oz2 > 1.188061 | | | | | oz1 <= 1.035772: P (4.0) | | | | | oz1 > 1.035772: N (5.0) | | oz5 > 1.83868: N (27.0/1.0) Number of Leaves : 28 Size of the tree : 55 J48 pruned tree ------------------ oz1 <= -0.781361 | oz14 <= -1.498277 | | oz33 <= -1.408151: P (2.0) | | oz33 > -1.408151: N (13.0/1.0) | oz14 > -1.498277 | | oz2 <= -0.090315 | | | oz4 <= 1.092168 | | | | oz50 <= 0.786245 | | | | | oz27 <= -1.013459: P (26.0) | | | | | oz27 > -1.013459 | | | | | | oz33 <= 0.962686 | | | | | | | oz27 <= -0.760677: N (4.0) | | | | | | | oz27 > -0.760677 | | | | | | | | oz39 <= -1.218734: N (4.0) | | | | | | | | oz39 > -1.218734 | | | | | | | | | oz11 <= -1.057466 | | | | | | | | | | oz1 <= -1.101122: N (5.0) | | | | | | | | | | oz1 > -1.101122: P (2.0) | | | | | | | | | oz11 > -1.057466 | | | | | | | | | | oz2 <= -0.196879 | | | | | | | | | | | oz5 <= 1.04494: P (33.0/1.0) | | | | | | | | | | | oz5 > 1.04494: N (3.0/1.0) | | | | | | | | | | oz2 > -0.196879: N (2.0) | | | | | | oz33 > 0.962686: P (17.0) | | | | oz50 > 0.786245 | | | | | oz3 <= -1.001327: N (8.0) | | | | | oz3 > -1.001327 | | | | | | oz16 <= 0.936473 | | | | | | | oz41 <= 0.612871 | | | | | | | | oz49 <= 1.27264 | | | | | | | | | oz5 <= -0.683997 | | | | | | | | | | oz9 <= 0.148568: P (4.0) | | | | | | | | | | oz9 > 0.148568: N (3.0) | | | | | | | | | oz5 > -0.683997: N (11.0) | | | | | | | | oz49 > 1.27264: P (3.0) | | | | | | | oz41 > 0.612871: P (6.0) | | | | | | oz16 > 0.936473: P (7.0) | | | oz4 > 1.092168 | | | | oz1 <= -1.65099: P (4.0) | | | | oz1 > -1.65099 | | | | | oz4 <= 1.56657: N (17.0) | | | | | oz4 > 1.56657 | | | | | | oz49 <= 0.212563: P (4.0) | | | | | | oz49 > 0.212563: N (3.0) | | oz2 > -0.090315 | | | oz46 <= -1.116061 | | | | oz3 <= -0.606436: P (3.0) | | | | oz3 > -0.606436: N (4.0) | | | oz46 > -1.116061 | | | | oz7 <= 1.294117: P (50.0) | | | | oz7 > 1.294117 | | | | | oz5 <= 0.151372: P (2.0) | | | | | oz5 > 0.151372: N (2.0) oz1 > -0.781361 | oz2 <= 1.523509 | | oz2 <= -0.119001 | | | oz26 <= -0.74811: N (70.0/10.0) | | | oz26 > -0.74811 | | | | oz20 <= -1.184672 | | | | | oz20 <= -1.926701: P (3.0) | | | | | oz20 > -1.926701 | | | | | | oz1 <= 0.744839: N (28.0) | | | | | | oz1 > 0.744839: P (3.0/1.0) | | | | oz20 > -1.184672 | | | | | oz5 <= -1.090389: P (11.0/1.0) | | | | | oz5 > -1.090389: N (174.0/74.0) | | oz2 > -0.119001 | | | oz4 <= 1.461649: P (368.0/160.0) | | | oz4 > 1.461649 | | | | oz5 <= -0.358812: P (4.0) | | | | oz5 > -0.358812 | | | | | oz13 <= 0.69773: N (18.0) | | | | | oz13 > 0.69773 | | | | | | oz13 <= 0.978746: P (4.0) | | | | | | oz13 > 0.978746: N (6.0) | oz2 > 1.523509 | | oz15 <= 1.563916 | | | oz3 <= 0.371469 | | | | oz39 <= 0.825646: N (19.0/1.0) | | | | oz39 > 0.825646 | | | | | oz18 <= -0.487074: N (3.0/1.0) | | | | | oz18 > -0.487074: P (5.0) | | | oz3 > 0.371469: N (38.0/1.0) | | oz15 > 1.563916: P (4.0) Number of Leaves : 43 Size of the tree : 85 J48 pruned tree ------------------ oz3 <= 1.952701 | oz1 <= -1.302435 | | oz4 <= -0.158758 | | | oz19 <= 1.175424: P (37.0/1.0) | | | oz19 > 1.175424: N (4.0/1.0) | | oz4 > -0.158758 | | | oz37 <= 1.370909 | | | | oz27 <= 0.529426 | | | | | oz3 <= -0.323703 | | | | | | oz46 <= -0.288151 | | | | | | | oz24 <= -0.435698: P (5.0) | | | | | | | oz24 > -0.435698: N (5.0/1.0) | | | | | | oz46 > -0.288151: N (8.0) | | | | | oz3 > -0.323703 | | | | | | oz29 <= 1.040761 | | | | | | | oz22 <= -1.279071: N (3.0/1.0) | | | | | | | oz22 > -1.279071: P (16.0) | | | | | | oz29 > 1.040761: N (2.0) | | | | oz27 > 0.529426: N (10.0) | | | oz37 > 1.370909: P (9.0) | oz1 > -1.302435 | | oz2 <= 0.320868 | | | oz5 <= 1.193719 | | | | oz2 <= -1.254811 | | | | | oz22 <= -0.117666 | | | | | | oz29 <= 1.579123 | | | | | | | oz10 <= 0.786019: P (23.0) | | | | | | | oz10 > 0.786019 | | | | | | | | oz1 <= -0.805804: P (4.0) | | | | | | | | oz1 > -0.805804: N (3.0) | | | | | | oz29 > 1.579123: N (3.0) | | | | | oz22 > -0.117666 | | | | | | oz42 <= 0.869968 | | | | | | | oz7 <= 0.697498 | | | | | | | | oz3 <= -0.535927 | | | | | | | | | oz1 <= -0.798723 | | | | | | | | | | oz23 <= 0.653764: N (4.0) | | | | | | | | | | oz23 > 0.653764: P (2.0) | | | | | | | | | oz1 > -0.798723: P (5.0) | | | | | | | | oz3 > -0.535927: N (6.0) | | | | | | | oz7 > 0.697498: P (7.0) | | | | | | oz42 > 0.869968: N (8.0) | | | | oz2 > -1.254811 | | | | | oz1 <= 0.24231 | | | | | | oz5 <= -1.181144 | | | | | | | oz9 <= -1.2604: N (3.0) | | | | | | | oz9 > -1.2604 | | | | | | | | oz33 <= -0.845528: N (2.0) | | | | | | | | oz33 > -0.845528: P (13.0) | | | | | | oz5 > -1.181144 | | | | | | | oz4 <= -0.705803 | | | | | | | | oz3 <= 0.454187 | | | | | | | | | oz2 <= -0.902477 | | | | | | | | | | oz19 <= -1.550661: N (2.0) | | | | | | | | | | oz19 > -1.550661: P (11.0) | | | | | | | | | oz2 > -0.902477 | | | | | | | | | | oz33 <= 1.443326 | | | | | | | | | | | oz17 <= 1.598275 | | | | | | | | | | | | oz15 <= -1.255865 | | | | | | | | | | | | | oz5 <= -0.358812: N (3.0) | | | | | | | | | | | | | oz5 > -0.358812: P (5.0) | | | | | | | | | | | | oz15 > -1.255865 | | | | | | | | | | | | | oz14 <= -1.178551 | | | | | | | | | | | | | | oz6 <= 1.224467: N (5.0) | | | | | | | | | | | | | | oz6 > 1.224467: P (3.0) | | | | | | | | | | | | | oz14 > -1.178551: N (33.0) | | | | | | | | | | | oz17 > 1.598275: P (3.0) | | | | | | | | | | oz33 > 1.443326: P (4.0) | | | | | | | | oz3 > 0.454187: P (7.0) | | | | | | | oz4 > -0.705803: N (215.0/44.0) | | | | | oz1 > 0.24231 | | | | | | oz11 <= -1.339952: P (9.0) | | | | | | oz11 > -1.339952 | | | | | | | oz45 <= -1.254153: N (13.0/1.0) | | | | | | | oz45 > -1.254153 | | | | | | | | oz4 <= 0.290124 | | | | | | | | | oz18 <= -0.314297 | | | | | | | | | | oz45 <= 1.430757 | | | | | | | | | | | oz11 <= -0.468401: N (3.0/1.0) | | | | | | | | | | | oz11 > -0.468401: P (13.0) | | | | | | | | | | oz45 > 1.430757: N (4.0) | | | | | | | | | oz18 > -0.314297 | | | | | | | | | | oz43 <= -0.236864 | | | | | | | | | | | oz18 <= 0.410046: N (7.0/1.0) | | | | | | | | | | | oz18 > 0.410046: P (9.0/1.0) | | | | | | | | | | oz43 > -0.236864: N (22.0) | | | | | | | | oz4 > 0.290124 | | | | | | | | | oz22 <= 1.179822 | | | | | | | | | | oz2 <= -0.163843: P (23.0/1.0) | | | | | | | | | | oz2 > -0.163843 | | | | | | | | | | | oz1 <= 0.703891: N (4.0) | | | | | | | | | | | oz1 > 0.703891: P (5.0/1.0) | | | | | | | | | oz22 > 1.179822: N (6.0/1.0) | | | oz5 > 1.193719 | | | | oz32 <= 2.371991 | | | | | oz10 <= 1.556437: P (25.0) | | | | | oz10 > 1.556437: N (4.0/1.0) | | | | oz32 > 2.371991: N (3.0) | | oz2 > 0.320868 | | | oz1 <= 1.604356 | | | | oz4 <= -0.983347 | | | | | oz21 <= 1.625601 | | | | | | oz34 <= 0.874715 | | | | | | | oz31 <= -1.497052 | | | | | | | | oz4 <= -1.359693: P (2.0) | | | | | | | | oz4 > -1.359693: N (2.0) | | | | | | | oz31 > -1.497052: P (39.0) | | | | | | oz34 > 0.874715 | | | | | | | oz20 <= -0.201871: P (7.0) | | | | | | | oz20 > -0.201871 | | | | | | | | oz10 <= -1.138847: P (2.0) | | | | | | | | oz10 > -1.138847: N (5.0) | | | | | oz21 > 1.625601: N (3.0) | | | | oz4 > -0.983347 | | | | | oz20 <= -1.618065 | | | | | | oz15 <= -0.237325: P (4.0/1.0) | | | | | | oz15 > -0.237325: N (12.0) | | | | | oz20 > -1.618065 | | | | | | oz37 <= 1.129569: P (196.0/82.0) | | | | | | oz37 > 1.129569 | | | | | | | oz5 <= -1.37806: N (2.0) | | | | | | | oz5 > -1.37806 | | | | | | | | oz26 <= -1.437883: N (2.0) | | | | | | | | oz26 > -1.437883: P (33.0/1.0) | | | oz1 > 1.604356 | | | | oz4 <= 1.264232 | | | | | oz9 <= -1.021005 | | | | | | oz32 <= -0.630227: P (3.0) | | | | | | oz32 > -0.630227: N (5.0) | | | | | oz9 > -1.021005: N (25.0) | | | | oz4 > 1.264232: P (2.0) oz3 > 1.952701 | oz39 <= 1.59578 | | oz34 <= -1.011511 | | | oz1 <= 1.19626: P (2.0) | | | oz1 > 1.19626: N (2.0) | | oz34 > -1.011511: N (27.0) | oz39 > 1.59578: P (2.0) Number of Leaves : 70 Size of the tree : 139 J48 pruned tree ------------------ oz1 <= -1.3879 | oz19 <= 1.040881 | | oz9 <= -0.871463: P (17.0) | | oz9 > -0.871463 | | | oz44 <= -1.382718: N (4.0) | | | oz44 > -1.382718 | | | | oz24 <= -1.08814: P (13.0) | | | | oz24 > -1.08814 | | | | | oz5 <= -0.248931 | | | | | | oz9 <= 0.102647 | | | | | | | oz42 <= -0.25981: P (4.0) | | | | | | | oz42 > -0.25981: N (5.0) | | | | | | oz9 > 0.102647: P (20.0/1.0) | | | | | oz5 > -0.248931: N (5.0) | oz19 > 1.040881 | | oz7 <= 0.680999: N (7.0) | | oz7 > 0.680999: P (3.0/1.0) oz1 > -1.3879 | oz4 <= 0.847376 | | oz2 <= 0.398045 | | | oz16 <= -1.484572 | | | | oz37 <= 1.118038 | | | | | oz5 <= -0.271382 | | | | | | oz27 <= -0.550521: N (4.0) | | | | | | oz27 > -0.550521 | | | | | | | oz20 <= -1.835188: N (2.0) | | | | | | | oz20 > -1.835188: P (11.0) | | | | | oz5 > -0.271382: P (17.0) | | | | oz37 > 1.118038: N (5.0/1.0) | | | oz16 > -1.484572 | | | | oz20 <= -0.209263: N (187.0/58.0) | | | | oz20 > -0.209263 | | | | | oz49 <= -1.457304: N (14.0/1.0) | | | | | oz49 > -1.457304 | | | | | | oz2 <= -0.713597 | | | | | | | oz32 <= 1.328524 | | | | | | | | oz3 <= -0.44967 | | | | | | | | | oz1 <= -0.155016: P (30.0) | | | | | | | | | oz1 > -0.155016 | | | | | | | | | | oz10 <= 0.413585: N (4.0) | | | | | | | | | | oz10 > 0.413585: P (4.0) | | | | | | | | oz3 > -0.44967 | | | | | | | | | oz37 <= -0.279941: P (14.0/1.0) | | | | | | | | | oz37 > -0.279941 | | | | | | | | | | oz28 <= 0.44698 | | | | | | | | | | | oz10 <= 0.965799 | | | | | | | | | | | | oz33 <= 0.610164: P (11.0) | | | | | | | | | | | | oz33 > 0.610164: N (4.0/1.0) | | | | | | | | | | | oz10 > 0.965799: N (4.0) | | | | | | | | | | oz28 > 0.44698: N (15.0/1.0) | | | | | | | oz32 > 1.328524: N (8.0/1.0) | | | | | | oz2 > -0.713597 | | | | | | | oz27 <= 0.40231 | | | | | | | | oz26 <= -1.400419: N (7.0) | | | | | | | | oz26 > -1.400419 | | | | | | | | | oz17 <= -0.369452 | | | | | | | | | | oz46 <= -1.310513: N (2.0) | | | | | | | | | | oz46 > -1.310513: P (16.0) | | | | | | | | | oz17 > -0.369452 | | | | | | | | | | oz1 <= -0.74894: N (11.0/1.0) | | | | | | | | | | oz1 > -0.74894 | | | | | | | | | | | oz12 <= 0.956055 | | | | | | | | | | | | oz39 <= -1.379993: N (4.0) | | | | | | | | | | | | oz39 > -1.379993 | | | | | | | | | | | | | oz23 <= 0.764115: P (21.0/1.0) | | | | | | | | | | | | | oz23 > 0.764115 | | | | | | | | | | | | | | oz20 <= 1.029799 | | | | | | | | | | | | | | | oz11 <= -0.288244: N (2.0) | | | | | | | | | | | | | | | oz11 > -0.288244: P (6.0) | | | | | | | | | | | | | | oz20 > 1.029799: N (6.0) | | | | | | | | | | | oz12 > 0.956055: N (9.0/1.0) | | | | | | | oz27 > 0.40231 | | | | | | | | oz45 <= 1.302932 | | | | | | | | | oz39 <= 1.448305 | | | | | | | | | | oz20 <= 0.10939 | | | | | | | | | | | oz8 <= 0.684419: N (4.0) | | | | | | | | | | | oz8 > 0.684419: P (2.0) | | | | | | | | | | oz20 > 0.10939: N (29.0) | | | | | | | | | oz39 > 1.448305: P (4.0/1.0) | | | | | | | | oz45 > 1.302932: P (3.0) | | oz2 > 0.398045 | | | oz2 <= 1.031162 | | | | oz9 <= 0.762404 | | | | | oz9 <= -0.782792: P (35.0/1.0) | | | | | oz9 > -0.782792 | | | | | | oz25 <= 1.632397 | | | | | | | oz7 <= -0.98964: P (13.0) | | | | | | | oz7 > -0.98964 | | | | | | | | oz18 <= 1.053216 | | | | | | | | | oz44 <= 0.582352 | | | | | | | | | | oz43 <= -0.198965 | | | | | | | | | | | oz29 <= -0.349817 | | | | | | | | | | | | oz12 <= 0.25626: P (4.0/1.0) | | | | | | | | | | | | oz12 > 0.25626: N (3.0) | | | | | | | | | | | oz29 > -0.349817: N (12.0) | | | | | | | | | | oz43 > -0.198965 | | | | | | | | | | | oz46 <= -0.290829 | | | | | | | | | | | | oz14 <= 0.429546: N (4.0) | | | | | | | | | | | | oz14 > 0.429546: P (3.0) | | | | | | | | | | | oz46 > -0.290829: P (8.0) | | | | | | | | | oz44 > 0.582352: P (7.0) | | | | | | | | oz18 > 1.053216: P (8.0) | | | | | | oz25 > 1.632397: N (5.0) | | | | oz9 > 0.762404: P (29.0) | | | oz2 > 1.031162 | | | | oz1 <= 1.506353 | | | | | oz48 <= 1.553272 | | | | | | oz38 <= -1.350296: N (7.0) | | | | | | oz38 > -1.350296 | | | | | | | oz50 <= -0.176836 | | | | | | | | oz16 <= 0.813634 | | | | | | | | | oz22 <= -0.543739: P (12.0/1.0) | | | | | | | | | oz22 > -0.543739 | | | | | | | | | | oz19 <= 1.270875 | | | | | | | | | | | oz6 <= 0.955075 | | | | | | | | | | | | oz20 <= -0.781603: P (3.0/1.0) | | | | | | | | | | | | oz20 > -0.781603: N (11.0) | | | | | | | | | | | oz6 > 0.955075: P (2.0) | | | | | | | | | | oz19 > 1.270875: P (4.0) | | | | | | | | oz16 > 0.813634: P (14.0) | | | | | | | oz50 > -0.176836 | | | | | | | | oz47 <= 0.867994 | | | | | | | | | oz37 <= -1.478667: P (3.0) | | | | | | | | | oz37 > -1.478667 | | | | | | | | | | oz26 <= 1.006274: N (21.0) | | | | | | | | | | oz26 > 1.006274 | | | | | | | | | | | oz11 <= 0.040895: P (3.0) | | | | | | | | | | | oz11 > 0.040895: N (4.0) | | | | | | | | oz47 > 0.867994 | | | | | | | | | oz7 <= 0.724588: P (9.0) | | | | | | | | | oz7 > 0.724588: N (2.0) | | | | | oz48 > 1.553272: P (8.0) | | | | oz1 > 1.506353 | | | | | oz41 <= 0.565062: N (17.0) | | | | | oz41 > 0.565062 | | | | | | oz2 <= 1.425708: P (6.0/1.0) | | | | | | oz2 > 1.425708: N (8.0/1.0) | oz4 > 0.847376 | | oz3 <= 2.280075 | | | oz31 <= -0.799502 | | | | oz43 <= 0.614455: N (29.0) | | | | oz43 > 0.614455 | | | | | oz4 <= 1.431171: P (5.0/1.0) | | | | | oz4 > 1.431171: N (5.0) | | | oz31 > -0.799502 | | | | oz38 <= 1.570082 | | | | | oz44 <= -0.936872 | | | | | | oz42 <= -1.277819 | | | | | | | oz3 <= -0.021593: N (2.0) | | | | | | | oz3 > -0.021593: P (2.0) | | | | | | oz42 > -1.277819: N (20.0) | | | | | oz44 > -0.936872 | | | | | | oz39 <= -1.258736: P (11.0/1.0) | | | | | | oz39 > -1.258736 | | | | | | | oz2 <= 1.767694 | | | | | | | | oz21 <= 0.703334 | | | | | | | | | oz37 <= 0.646472 | | | | | | | | | | oz8 <= -0.195074: N (19.0/1.0) | | | | | | | | | | oz8 > -0.195074 | | | | | | | | | | | oz49 <= -1.136077: N (8.0) | | | | | | | | | | | oz49 > -1.136077 | | | | | | | | | | | | oz6 <= -0.396394: P (9.0) | | | | | | | | | | | | oz6 > -0.396394 | | | | | | | | | | | | | oz37 <= -0.557251 | | | | | | | | | | | | | | oz33 <= -0.994521: N (2.0) | | | | | | | | | | | | | | oz33 > -0.994521: P (7.0) | | | | | | | | | | | | | oz37 > -0.557251: N (6.0) | | | | | | | | | oz37 > 0.646472 | | | | | | | | | | oz15 <= -1.512253: N (3.0) | | | | | | | | | | oz15 > -1.512253 | | | | | | | | | | | oz1 <= -0.558455 | | | | | | | | | | | | oz10 <= 0.51315: N (3.0) | | | | | | | | | | | | oz10 > 0.51315: P (4.0) | | | | | | | | | | | oz1 > -0.558455: P (14.0) | | | | | | | | oz21 > 0.703334: N (16.0/1.0) | | | | | | | oz2 > 1.767694: P (6.0) | | | | oz38 > 1.570082: P (7.0) | | oz3 > 2.280075: N (19.0) Number of Leaves : 90 Size of the tree : 179 J48 pruned tree ------------------ oz5 <= 2.291761 | oz1 <= -1.365062 | | oz16 <= -0.258746 | | | oz5 <= -1.084602: N (6.0) | | | oz5 > -1.084602 | | | | oz21 <= 0.075013 | | | | | oz42 <= -0.305962 | | | | | | oz6 <= 1.143401: P (8.0) | | | | | | oz6 > 1.143401: N (2.0) | | | | | oz42 > -0.305962: N (12.0/1.0) | | | | oz21 > 0.075013: P (12.0/1.0) | | oz16 > -0.258746 | | | oz23 <= 1.23437 | | | | oz1 <= -1.85442 | | | | | oz9 <= -0.030023: P (8.0) | | | | | oz9 > -0.030023: N (5.0/1.0) | | | | oz1 > -1.85442: P (34.0) | | | oz23 > 1.23437: N (5.0/1.0) | oz1 > -1.365062 | | oz1 <= 0.516597 | | | oz9 <= -0.770732 | | | | oz2 <= 0.184828 | | | | | oz33 <= -0.694899: N (27.0) | | | | | oz33 > -0.694899 | | | | | | oz32 <= 0.173925 | | | | | | | oz10 <= 1.000196 | | | | | | | | oz35 <= 0.861825 | | | | | | | | | oz9 <= -1.082474 | | | | | | | | | | oz23 <= 0.107608: N (8.0) | | | | | | | | | | oz23 > 0.107608 | | | | | | | | | | | oz7 <= 1.044526: P (6.0) | | | | | | | | | | | oz7 > 1.044526: N (3.0/1.0) | | | | | | | | | oz9 > -1.082474: P (6.0) | | | | | | | | oz35 > 0.861825: N (8.0) | | | | | | | oz10 > 1.000196: N (9.0) | | | | | | oz32 > 0.173925: N (27.0/1.0) | | | | oz2 > 0.184828 | | | | | oz13 <= -0.243241 | | | | | | oz48 <= 1.06637: P (15.0) | | | | | | oz48 > 1.06637: N (3.0) | | | | | oz13 > -0.243241 | | | | | | oz14 <= 0.204598 | | | | | | | oz5 <= 0.312596 | | | | | | | | oz25 <= 0.184645: P (9.0/1.0) | | | | | | | | oz25 > 0.184645: N (3.0) | | | | | | | oz5 > 0.312596: N (7.0) | | | | | | oz14 > 0.204598: N (17.0) | | | oz9 > -0.770732 | | | | oz42 <= 1.036684: N (379.0/184.0) | | | | oz42 > 1.036684 | | | | | oz8 <= 0.768339 | | | | | | oz2 <= -0.876521 | | | | | | | oz42 <= 1.2763 | | | | | | | | oz2 <= -1.060865: N (4.0) | | | | | | | | oz2 > -1.060865: P (2.0) | | | | | | | oz42 > 1.2763: P (8.0) | | | | | | oz2 > -0.876521 | | | | | | | oz23 <= 0.109806: N (23.0) | | | | | | | oz23 > 0.109806 | | | | | | | | oz31 <= 0.389309 | | | | | | | | | oz10 <= -1.303355: N (2.0) | | | | | | | | | oz10 > -1.303355: P (8.0) | | | | | | | | oz31 > 0.389309: N (11.0/1.0) | | | | | oz8 > 0.768339: N (16.0) | | oz1 > 0.516597 | | | oz2 <= 1.398947 | | | | oz33 <= 0.72909: P (168.0/75.0) | | | | oz33 > 0.72909 | | | | | oz20 <= -1.567471: N (4.0/1.0) | | | | | oz20 > -1.567471 | | | | | | oz33 <= 1.889703 | | | | | | | oz4 <= 0.824185: P (44.0) | | | | | | | oz4 > 0.824185 | | | | | | | | oz28 <= -0.644277: N (2.0) | | | | | | | | oz28 > -0.644277: P (5.0) | | | | | | oz33 > 1.889703 | | | | | | | oz13 <= 0.502545: N (3.0) | | | | | | | oz13 > 0.502545: P (2.0) | | | oz2 > 1.398947 | | | | oz1 <= 1.201847 | | | | | oz2 <= 1.767185 | | | | | | oz39 <= 1.334433 | | | | | | | oz43 <= 0.778896: P (13.0) | | | | | | | oz43 > 0.778896 | | | | | | | | oz4 <= 0.5253: P (2.0) | | | | | | | | oz4 > 0.5253: N (2.0) | | | | | | oz39 > 1.334433: N (3.0) | | | | | oz2 > 1.767185: N (4.0) | | | | oz1 > 1.201847 | | | | | oz2 <= 1.819675: N (24.0) | | | | | oz2 > 1.819675: P (3.0) oz5 > 2.291761 | oz6 <= 1.165334: N (25.0) | oz6 > 1.165334: P (3.0/1.0) Number of Leaves : 48 Size of the tree : 95 J48 pruned tree ------------------ oz5 <= 2.023177 | oz2 <= 0.600311 | | oz2 <= -1.084917 | | | oz4 <= 1.120729 | | | | oz1 <= 0.824112 | | | | | oz4 <= -0.104844 | | | | | | oz1 <= -0.583613: P (45.0) | | | | | | oz1 > -0.583613 | | | | | | | oz22 <= 0.230772: P (11.0) | | | | | | | oz22 > 0.230772: N (5.0/1.0) | | | | | oz4 > -0.104844 | | | | | | oz34 <= -1.457622: N (6.0) | | | | | | oz34 > -1.457622 | | | | | | | oz2 <= -1.818398: N (4.0) | | | | | | | oz2 > -1.818398 | | | | | | | | oz3 <= -1.154359: N (6.0/1.0) | | | | | | | | oz3 > -1.154359 | | | | | | | | | oz19 <= -0.48191: P (17.0) | | | | | | | | | oz19 > -0.48191 | | | | | | | | | | oz6 <= -1.082516: N (3.0) | | | | | | | | | | oz6 > -1.082516 | | | | | | | | | | | oz46 <= -0.375649 | | | | | | | | | | | | oz12 <= -0.850898: P (3.0) | | | | | | | | | | | | oz12 > -0.850898: N (4.0) | | | | | | | | | | | oz46 > -0.375649: P (10.0) | | | | oz1 > 0.824112 | | | | | oz8 <= -0.883173: P (4.0/1.0) | | | | | oz8 > -0.883173: N (9.0) | | | oz4 > 1.120729 | | | | oz3 <= -0.10476: N (20.0/1.0) | | | | oz3 > -0.10476 | | | | | oz11 <= -1.162055: N (2.0) | | | | | oz11 > -1.162055: P (5.0) | | oz2 > -1.084917 | | | oz1 <= 0.287913 | | | | oz5 <= 0.225606 | | | | | oz27 <= 0.528737 | | | | | | oz36 <= 0.119507 | | | | | | | oz35 <= -1.581489: N (8.0) | | | | | | | oz35 > -1.581489 | | | | | | | | oz12 <= 0.271728: P (62.0/22.0) | | | | | | | | oz12 > 0.271728 | | | | | | | | | oz39 <= 0.8935 | | | | | | | | | | oz39 <= 0.429965 | | | | | | | | | | | oz6 <= 1.319976 | | | | | | | | | | | | oz19 <= 1.645312 | | | | | | | | | | | | | oz11 <= -0.10067 | | | | | | | | | | | | | | oz42 <= -0.116376: P (5.0) | | | | | | | | | | | | | | oz42 > -0.116376: N (12.0/1.0) | | | | | | | | | | | | | oz11 > -0.10067: N (15.0) | | | | | | | | | | | | oz19 > 1.645312: P (3.0) | | | | | | | | | | | oz6 > 1.319976: P (4.0) | | | | | | | | | | oz39 > 0.429965: P (5.0) | | | | | | | | | oz39 > 0.8935: N (11.0) | | | | | | oz36 > 0.119507 | | | | | | | oz22 <= 0.168209 | | | | | | | | oz22 <= -0.11979 | | | | | | | | | oz49 <= 1.645575: N (27.0/2.0) | | | | | | | | | oz49 > 1.645575: P (2.0) | | | | | | | | oz22 > -0.11979: P (9.0/1.0) | | | | | | | oz22 > 0.168209: N (34.0) | | | | | oz27 > 0.528737 | | | | | | oz40 <= 0.813793 | | | | | | | oz49 <= 0.637501: N (50.0) | | | | | | | oz49 > 0.637501 | | | | | | | | oz26 <= -0.110743 | | | | | | | | | oz15 <= 0.457527: P (5.0) | | | | | | | | | oz15 > 0.457527: N (3.0) | | | | | | | | oz26 > -0.110743: N (17.0) | | | | | | oz40 > 0.813793 | | | | | | | oz11 <= 0.406195 | | | | | | | | oz9 <= -0.34633: N (3.0/1.0) | | | | | | | | oz9 > -0.34633: P (6.0) | | | | | | | oz11 > 0.406195: N (11.0/1.0) | | | | oz5 > 0.225606 | | | | | oz3 <= 0.678849 | | | | | | oz39 <= -1.30046: N (5.0) | | | | | | oz39 > -1.30046 | | | | | | | oz41 <= -1.717877: N (4.0) | | | | | | | oz41 > -1.717877 | | | | | | | | oz19 <= -0.749877 | | | | | | | | | oz1 <= -0.189864 | | | | | | | | | | oz10 <= -1.31257: N (2.0) | | | | | | | | | | oz10 > -1.31257: P (8.0) | | | | | | | | | oz1 > -0.189864: N (5.0) | | | | | | | | oz19 > -0.749877 | | | | | | | | | oz22 <= 0.465181: P (23.0) | | | | | | | | | oz22 > 0.465181 | | | | | | | | | | oz14 <= -0.965617: N (2.0) | | | | | | | | | | oz14 > -0.965617: P (10.0/1.0) | | | | | oz3 > 0.678849 | | | | | | oz41 <= 0.654806: N (20.0/1.0) | | | | | | oz41 > 0.654806 | | | | | | | oz1 <= -0.049439: P (6.0) | | | | | | | oz1 > -0.049439: N (3.0) | | | oz1 > 0.287913 | | | | oz45 <= -1.375149: N (14.0/2.0) | | | | oz45 > -1.375149: P (161.0/68.0) | oz2 > 0.600311 | | oz1 <= 1.652992 | | | oz44 <= 1.004442 | | | | oz2 <= 1.523509 | | | | | oz11 <= 1.297185 | | | | | | oz27 <= -1.369498: P (10.0) | | | | | | oz27 > -1.369498 | | | | | | | oz37 <= 0.865741 | | | | | | | | oz23 <= -0.811489 | | | | | | | | | oz42 <= 0.665575: P (16.0) | | | | | | | | | oz42 > 0.665575 | | | | | | | | | | oz7 <= 0.208829: N (4.0) | | | | | | | | | | oz7 > 0.208829: P (5.0/1.0) | | | | | | | | oz23 > -0.811489 | | | | | | | | | oz31 <= 1.290509 | | | | | | | | | | oz28 <= 1.111997 | | | | | | | | | | | oz46 <= 1.071355 | | | | | | | | | | | | oz44 <= -0.780136 | | | | | | | | | | | | | oz41 <= -0.379533: N (8.0) | | | | | | | | | | | | | oz41 > -0.379533 | | | | | | | | | | | | | | oz42 <= -0.479847: N (5.0/1.0) | | | | | | | | | | | | | | oz42 > -0.479847: P (5.0) | | | | | | | | | | | | oz44 > -0.780136: N (22.0) | | | | | | | | | | | oz46 > 1.071355 | | | | | | | | | | | | oz45 <= 0.018834: N (3.0) | | | | | | | | | | | | oz45 > 0.018834: P (7.0) | | | | | | | | | | oz28 > 1.111997 | | | | | | | | | | | oz42 <= 0.861258: P (8.0) | | | | | | | | | | | oz42 > 0.861258: N (4.0/1.0) | | | | | | | | | oz31 > 1.290509: P (9.0/1.0) | | | | | | | oz37 > 0.865741 | | | | | | | | oz33 <= -1.306235: N (3.0) | | | | | | | | oz33 > -1.306235: P (24.0/1.0) | | | | | oz11 > 1.297185: P (15.0) | | | | oz2 > 1.523509 | | | | | oz3 <= -1.185677: P (5.0) | | | | | oz3 > -1.185677 | | | | | | oz18 <= 0.118052: N (15.0) | | | | | | oz18 > 0.118052 | | | | | | | oz25 <= -0.982535: P (4.0) | | | | | | | oz25 > -0.982535 | | | | | | | | oz29 <= 0.040119: N (10.0/1.0) | | | | | | | | oz29 > 0.040119: P (5.0/1.0) | | | oz44 > 1.004442 | | | | oz16 <= -1.518071: N (3.0) | | | | oz16 > -1.518071 | | | | | oz21 <= 1.511987: P (41.0/1.0) | | | | | oz21 > 1.511987 | | | | | | oz3 <= 0.722893: P (2.0) | | | | | | oz3 > 0.722893: N (3.0) | | oz1 > 1.652992 | | | oz1 <= 2.217152: N (18.0/1.0) | | | oz1 > 2.217152: P (3.0) oz5 > 2.023177 | oz41 <= -1.465171: P (2.0) | oz41 > -1.465171: N (32.0) Number of Leaves : 78 Size of the tree : 155 J48 pruned tree ------------------ oz4 <= -0.173733 | oz2 <= -1.112719 | | oz3 <= -1.617051: N (4.0) | | oz3 > -1.617051 | | | oz2 <= -1.634993 | | | | oz13 <= 0.590219: P (9.0/1.0) | | | | oz13 > 0.590219: N (9.0) | | | oz2 > -1.634993 | | | | oz5 <= 0.128441: P (41.0) | | | | oz5 > 0.128441 | | | | | oz4 <= -0.925317: N (3.0) | | | | | oz4 > -0.925317: P (4.0) | oz2 > -1.112719 | | oz1 <= 0.258954 | | | oz2 <= 0.249618 | | | | oz3 <= 0.306294 | | | | | oz2 <= -0.804502 | | | | | | oz20 <= -0.190893 | | | | | | | oz28 <= 0.901552: N (9.0) | | | | | | | oz28 > 0.901552: P (2.0) | | | | | | oz20 > -0.190893: P (13.0/1.0) | | | | | oz2 > -0.804502 | | | | | | oz2 <= -0.330067 | | | | | | | oz21 <= 1.56412: N (46.0/1.0) | | | | | | | oz21 > 1.56412: P (3.0/1.0) | | | | | | oz2 > -0.330067 | | | | | | | oz48 <= -1.361048: P (4.0) | | | | | | | oz48 > -1.361048 | | | | | | | | oz23 <= 0.798471 | | | | | | | | | oz10 <= -1.082703: P (8.0/1.0) | | | | | | | | | oz10 > -1.082703 | | | | | | | | | | oz22 <= 0.341305 | | | | | | | | | | | oz11 <= -1.076583: P (3.0) | | | | | | | | | | | oz11 > -1.076583 | | | | | | | | | | | | oz15 <= 0.988186: N (11.0/1.0) | | | | | | | | | | | | oz15 > 0.988186: P (2.0) | | | | | | | | | | oz22 > 0.341305: N (14.0) | | | | | | | | oz23 > 0.798471: N (14.0) | | | | oz3 > 0.306294 | | | | | oz8 <= -1.771749: N (4.0) | | | | | oz8 > -1.771749 | | | | | | oz37 <= 0.206559 | | | | | | | oz19 <= 0.167599 | | | | | | | | oz14 <= 0.105633: P (7.0) | | | | | | | | oz14 > 0.105633: N (2.0) | | | | | | | oz19 > 0.167599: N (5.0) | | | | | | oz37 > 0.206559: P (10.0) | | | oz2 > 0.249618 | | | | oz25 <= -1.205949: P (11.0) | | | | oz25 > -1.205949 | | | | | oz34 <= 1.091001 | | | | | | oz9 <= 0.928107 | | | | | | | oz13 <= 0.611448 | | | | | | | | oz13 <= -1.437614: N (4.0/1.0) | | | | | | | | oz13 > -1.437614 | | | | | | | | | oz21 <= -1.425743 | | | | | | | | | | oz8 <= 0.710901: P (2.0) | | | | | | | | | | oz8 > 0.710901: N (2.0) | | | | | | | | | oz21 > -1.425743: P (25.0) | | | | | | | oz13 > 0.611448: N (7.0/1.0) | | | | | | oz9 > 0.928107: N (7.0) | | | | | oz34 > 1.091001: N (13.0/1.0) | | oz1 > 0.258954 | | | oz1 <= 1.257721 | | | | oz50 <= -1.316165 | | | | | oz1 <= 0.903133: N (5.0) | | | | | oz1 > 0.903133: P (2.0) | | | | oz50 > -1.316165 | | | | | oz48 <= 0.514435 | | | | | | oz44 <= 1.681484 | | | | | | | oz5 <= 0.971224 | | | | | | | | oz4 <= -1.5727 | | | | | | | | | oz2 <= 0.799471: N (3.0) | | | | | | | | | oz2 > 0.799471: P (2.0) | | | | | | | | oz4 > -1.5727: P (40.0/1.0) | | | | | | | oz5 > 0.971224 | | | | | | | | oz13 <= -0.100501: N (4.0) | | | | | | | | oz13 > -0.100501: P (5.0/1.0) | | | | | | oz44 > 1.681484: N (3.0) | | | | | oz48 > 0.514435: P (27.0) | | | oz1 > 1.257721 | | | | oz43 <= -1.166581: N (9.0) | | | | oz43 > -1.166581 | | | | | oz2 <= 1.514822 | | | | | | oz3 <= -1.108199: N (4.0) | | | | | | oz3 > -1.108199 | | | | | | | oz42 <= -0.357891 | | | | | | | | oz1 <= 1.674909: P (5.0) | | | | | | | | oz1 > 1.674909: N (7.0/1.0) | | | | | | | oz42 > -0.357891: P (17.0) | | | | | oz2 > 1.514822: N (10.0/1.0) oz4 > -0.173733 | oz1 <= 1.512981 | | oz2 <= 0.388581 | | | oz5 <= 0.575324 | | | | oz3 <= 1.291479 | | | | | oz2 <= -1.342095 | | | | | | oz25 <= 0.98754 | | | | | | | oz1 <= -0.69374 | | | | | | | | oz3 <= -1.083259: N (7.0/1.0) | | | | | | | | oz3 > -1.083259 | | | | | | | | | oz40 <= -1.114809: N (3.0/1.0) | | | | | | | | | oz40 > -1.114809: P (12.0) | | | | | | | oz1 > -0.69374: N (7.0) | | | | | | oz25 > 0.98754: P (7.0) | | | | | oz2 > -1.342095 | | | | | | oz5 <= -0.502126 | | | | | | | oz13 <= -0.692248 | | | | | | | | oz5 <= -0.562806: N (23.0/1.0) | | | | | | | | oz5 > -0.562806: P (2.0) | | | | | | | oz13 > -0.692248 | | | | | | | | oz24 <= -0.58397 | | | | | | | | | oz10 <= -1.074557: P (3.0/1.0) | | | | | | | | | oz10 > -1.074557: N (14.0) | | | | | | | | oz24 > -0.58397 | | | | | | | | | oz47 <= 1.372235 | | | | | | | | | | oz8 <= -0.414363 | | | | | | | | | | | oz10 <= -0.582984: N (3.0) | | | | | | | | | | | oz10 > -0.582984: P (12.0) | | | | | | | | | | oz8 > -0.414363 | | | | | | | | | | | oz13 <= 0.064683: P (5.0/1.0) | | | | | | | | | | | oz13 > 0.064683 | | | | | | | | | | | | oz45 <= -1.389688: P (2.0) | | | | | | | | | | | | oz45 > -1.389688: N (18.0/1.0) | | | | | | | | | oz47 > 1.372235: P (7.0) | | | | | | oz5 > -0.502126 | | | | | | | oz12 <= -0.980882: N (27.0) | | | | | | | oz12 > -0.980882 | | | | | | | | oz19 <= -0.656185: N (34.0/1.0) | | | | | | | | oz19 > -0.656185 | | | | | | | | | oz16 <= -0.959748: N (16.0) | | | | | | | | | oz16 > -0.959748 | | | | | | | | | | oz19 <= -0.494685: P (5.0) | | | | | | | | | | oz19 > -0.494685 | | | | | | | | | | | oz17 <= 0.438252 | | | | | | | | | | | | oz13 <= 1.204153 | | | | | | | | | | | | | oz42 <= -0.00745 | | | | | | | | | | | | | | oz2 <= -0.801121: N (3.0) | | | | | | | | | | | | | | oz2 > -0.801121: P (14.0/1.0) | | | | | | | | | | | | | oz42 > -0.00745 | | | | | | | | | | | | | | oz11 <= -1.115272: P (2.0) | | | | | | | | | | | | | | oz11 > -1.115272: N (10.0) | | | | | | | | | | | | oz13 > 1.204153: N (7.0) | | | | | | | | | | | oz17 > 0.438252: N (24.0/1.0) | | | | oz3 > 1.291479 | | | | | oz44 <= 1.156974: P (13.0/1.0) | | | | | oz44 > 1.156974: N (3.0) | | | oz5 > 0.575324 | | | | oz40 <= 1.295966 | | | | | oz2 <= -1.53211: N (5.0) | | | | | oz2 > -1.53211 | | | | | | oz25 <= 0.040464 | | | | | | | oz29 <= -0.492492: N (6.0) | | | | | | | oz29 > -0.492492 | | | | | | | | oz17 <= 1.499512 | | | | | | | | | oz39 <= 1.296071: P (12.0/1.0) | | | | | | | | | oz39 > 1.296071: N (3.0) | | | | | | | | oz17 > 1.499512: N (4.0) | | | | | | oz25 > 0.040464 | | | | | | | oz3 <= 1.259178: P (22.0) | | | | | | | oz3 > 1.259178 | | | | | | | | oz9 <= 0.024615: P (2.0) | | | | | | | | oz9 > 0.024615: N (2.0) | | | | oz40 > 1.295966: N (7.0) | | oz2 > 0.388581 | | | oz5 <= 2.426209 | | | | oz26 <= -1.288398 | | | | | oz43 <= -0.530402 | | | | | | oz36 <= 0.265226: P (7.0) | | | | | | oz36 > 0.265226: N (3.0) | | | | | oz43 > -0.530402 | | | | | | oz25 <= 1.193039: N (18.0) | | | | | | oz25 > 1.193039: P (2.0) | | | | oz26 > -1.288398 | | | | | oz3 <= 0.022885 | | | | | | oz31 <= -0.901894: P (7.0) | | | | | | oz31 > -0.901894 | | | | | | | oz23 <= -0.061109 | | | | | | | | oz31 <= -0.514177: N (4.0) | | | | | | | | oz31 > -0.514177 | | | | | | | | | oz29 <= -1.589855: N (3.0) | | | | | | | | | oz29 > -1.589855 | | | | | | | | | | oz15 <= -1.185203: N (2.0) | | | | | | | | | | oz15 > -1.185203: P (16.0/1.0) | | | | | | | oz23 > -0.061109: N (14.0) | | | | | oz3 > 0.022885 | | | | | | oz37 <= 1.099071 | | | | | | | oz42 <= -1.073698 | | | | | | | | oz12 <= -0.071882: N (6.0) | | | | | | | | oz12 > -0.071882 | | | | | | | | | oz2 <= 1.444252: P (4.0) | | | | | | | | | oz2 > 1.444252: N (2.0) | | | | | | | oz42 > -1.073698 | | | | | | | | oz32 <= 0.193326 | | | | | | | | | oz8 <= 0.590273 | | | | | | | | | | oz38 <= 0.73561 | | | | | | | | | | | oz27 <= 0.638942: N (9.0) | | | | | | | | | | | oz27 > 0.638942: P (4.0/1.0) | | | | | | | | | | oz38 > 0.73561: P (5.0) | | | | | | | | | oz8 > 0.590273: P (9.0) | | | | | | | | oz32 > 0.193326: P (30.0/1.0) | | | | | | oz37 > 1.099071: P (17.0) | | | oz5 > 2.426209: N (10.0) | oz1 > 1.512981 | | oz16 <= 0.529132: N (26.0) | | oz16 > 0.529132 | | | oz3 <= 1.218995 | | | | oz7 <= -0.945735: N (2.0) | | | | oz7 > -0.945735: P (6.0) | | | oz3 > 1.218995: N (7.0) Number of Leaves : 106 Size of the tree : 211 J48 pruned tree ------------------ oz3 <= 2.013334 | oz4 <= -0.72136 | | oz2 <= -0.804723 | | | oz3 <= 0.651228 | | | | oz11 <= -0.330893: P (30.0) | | | | oz11 > -0.330893 | | | | | oz5 <= -0.333491 | | | | | | oz20 <= -1.345882: N (2.0) | | | | | | oz20 > -1.345882: P (19.0/1.0) | | | | | oz5 > -0.333491: N (5.0/1.0) | | | oz3 > 0.651228: N (4.0) | | oz2 > -0.804723 | | | oz45 <= 0.014301 | | | | oz3 <= -1.066527: N (18.0/1.0) | | | | oz3 > -1.066527 | | | | | oz3 <= -0.793764: P (8.0) | | | | | oz3 > -0.793764 | | | | | | oz27 <= -0.870438 | | | | | | | oz15 <= 1.392255 | | | | | | | | oz9 <= -1.485627: N (2.0) | | | | | | | | oz9 > -1.485627: P (16.0/1.0) | | | | | | | oz15 > 1.392255: N (3.0) | | | | | | oz27 > -0.870438 | | | | | | | oz19 <= 1.592014 | | | | | | | | oz3 <= 0.129148 | | | | | | | | | oz20 <= -1.156525 | | | | | | | | | | oz2 <= 0.384546: N (2.0) | | | | | | | | | | oz2 > 0.384546: P (2.0) | | | | | | | | | oz20 > -1.156525: N (25.0) | | | | | | | | oz3 > 0.129148 | | | | | | | | | oz48 <= 0.052024: P (8.0) | | | | | | | | | oz48 > 0.052024 | | | | | | | | | | oz39 <= -0.650657: P (2.0) | | | | | | | | | | oz39 > -0.650657: N (9.0) | | | | | | | oz19 > 1.592014: P (4.0) | | | oz45 > 0.014301 | | | | oz6 <= 1.646352 | | | | | oz21 <= 1.231207 | | | | | | oz16 <= -1.433685 | | | | | | | oz23 <= -0.43701: P (2.0) | | | | | | | oz23 > -0.43701: N (8.0) | | | | | | oz16 > -1.433685 | | | | | | | oz24 <= -0.735108 | | | | | | | | oz35 <= -0.874376: N (7.0) | | | | | | | | oz35 > -0.874376 | | | | | | | | | oz22 <= -0.76315: P (7.0) | | | | | | | | | oz22 > -0.76315 | | | | | | | | | | oz34 <= 0.157802: N (5.0) | | | | | | | | | | oz34 > 0.157802 | | | | | | | | | | | oz5 <= -0.777796: N (2.0) | | | | | | | | | | | oz5 > -0.777796: P (5.0) | | | | | | | oz24 > -0.735108 | | | | | | | | oz10 <= 1.486174 | | | | | | | | | oz50 <= 1.455115: P (32.0) | | | | | | | | | oz50 > 1.455115: N (2.0) | | | | | | | | oz10 > 1.486174: N (2.0) | | | | | oz21 > 1.231207: P (14.0) | | | | oz6 > 1.646352: N (5.0) | oz4 > -0.72136 | | oz1 <= 0.244651 | | | oz2 <= -1.352202 | | | | oz5 <= -0.204575 | | | | | oz4 <= 0.102557: P (21.0/1.0) | | | | | oz4 > 0.102557 | | | | | | oz41 <= 0.705664 | | | | | | | oz41 <= -0.714284 | | | | | | | | oz23 <= 0.71338: N (6.0) | | | | | | | | oz23 > 0.71338: P (2.0) | | | | | | | oz41 > -0.714284: P (12.0) | | | | | | oz41 > 0.705664: N (6.0) | | | | oz5 > -0.204575 | | | | | oz7 <= 1.189496: N (10.0) | | | | | oz7 > 1.189496: P (2.0) | | | oz2 > -1.352202 | | | | oz10 <= 1.278517 | | | | | oz17 <= -0.490829 | | | | | | oz18 <= 0.383601 | | | | | | | oz27 <= -1.366407: P (14.0/1.0) | | | | | | | oz27 > -1.366407 | | | | | | | | oz50 <= -0.383977 | | | | | | | | | oz37 <= -0.274007 | | | | | | | | | | oz4 <= 0.024005: N (3.0) | | | | | | | | | | oz4 > 0.024005: P (6.0) | | | | | | | | | oz37 > -0.274007: N (16.0) | | | | | | | | oz50 > -0.383977 | | | | | | | | | oz13 <= 1.167218 | | | | | | | | | | oz34 <= 1.290091 | | | | | | | | | | | oz41 <= -0.576339 | | | | | | | | | | | | oz7 <= 0.720031 | | | | | | | | | | | | | oz10 <= 0.751938: P (9.0) | | | | | | | | | | | | | oz10 > 0.751938: N (2.0) | | | | | | | | | | | | oz7 > 0.720031: N (3.0) | | | | | | | | | | | oz41 > -0.576339: P (19.0) | | | | | | | | | | oz34 > 1.290091: N (3.0) | | | | | | | | | oz13 > 1.167218: N (7.0/1.0) | | | | | | oz18 > 0.383601 | | | | | | | oz23 <= 0.555608 | | | | | | | | oz2 <= -1.184782: P (4.0) | | | | | | | | oz2 > -1.184782 | | | | | | | | | oz35 <= -0.320595: N (11.0) | | | | | | | | | oz35 > -0.320595 | | | | | | | | | | oz9 <= -0.212116 | | | | | | | | | | | oz35 <= 0.240485: P (2.0) | | | | | | | | | | | oz35 > 0.240485: N (6.0) | | | | | | | | | | oz9 > -0.212116: P (5.0) | | | | | | | oz23 > 0.555608: N (15.0) | | | | | oz17 > -0.490829: N (220.0/63.0) | | | | oz10 > 1.278517 | | | | | oz31 <= -1.059261 | | | | | | oz5 <= -0.559412: N (2.0) | | | | | | oz5 > -0.559412: P (4.0) | | | | | oz31 > -1.059261: N (39.0/1.0) | | oz1 > 0.244651 | | | oz49 <= -1.103971 | | | | oz45 <= -1.60104: N (3.0) | | | | oz45 > -1.60104 | | | | | oz2 <= 0.440695 | | | | | | oz14 <= -0.510372: N (3.0) | | | | | | oz14 > -0.510372: P (14.0/1.0) | | | | | oz2 > 0.440695: P (25.0) | | | oz49 > -1.103971: N (221.0/107.0) oz3 > 2.013334 | oz1 <= 0.93583 | | oz27 <= -0.243248: N (5.0) | | oz27 > -0.243248: P (6.0/1.0) | oz1 > 0.93583: N (24.0) Number of Leaves : 64 Size of the tree : 127 J48 pruned tree ------------------ oz1 <= -1.230652 | oz39 <= -0.975525: P (21.0/1.0) | oz39 > -0.975525 | | oz11 <= -1.526646: N (7.0) | | oz11 > -1.526646 | | | oz20 <= 1.255136 | | | | oz40 <= -1.442308: N (5.0) | | | | oz40 > -1.442308 | | | | | oz3 <= 0.273891 | | | | | | oz23 <= 1.243205 | | | | | | | oz44 <= -1.22332 | | | | | | | | oz16 <= 0.770438: N (5.0) | | | | | | | | oz16 > 0.770438: P (2.0) | | | | | | | oz44 > -1.22332 | | | | | | | | oz12 <= -0.057189: P (21.0) | | | | | | | | oz12 > -0.057189 | | | | | | | | | oz16 <= 0.185216 | | | | | | | | | | oz15 <= 0.491636: N (5.0) | | | | | | | | | | oz15 > 0.491636: P (4.0) | | | | | | | | | oz16 > 0.185216: P (10.0) | | | | | | oz23 > 1.243205: N (5.0) | | | | | oz3 > 0.273891 | | | | | | oz9 <= 0.419644: N (9.0) | | | | | | oz9 > 0.419644: P (4.0/1.0) | | | oz20 > 1.255136: P (10.0) oz1 > -1.230652 | oz2 <= 0.336197 | | oz2 <= -1.282604 | | | oz9 <= -1.300468: N (8.0) | | | oz9 > -1.300468 | | | | oz24 <= -0.880252: P (14.0) | | | | oz24 > -0.880252 | | | | | oz13 <= -0.029257 | | | | | | oz30 <= -0.612316: P (5.0) | | | | | | oz30 > -0.612316 | | | | | | | oz4 <= 0.677198: N (16.0) | | | | | | | oz4 > 0.677198: P (6.0/1.0) | | | | | oz13 > -0.029257 | | | | | | oz16 <= 1.599162 | | | | | | | oz43 <= 1.535539: P (22.0/1.0) | | | | | | | oz43 > 1.535539: N (2.0) | | | | | | oz16 > 1.599162: N (3.0) | | oz2 > -1.282604: N (479.0/153.0) | oz2 > 0.336197 | | oz5 <= 1.83868 | | | oz1 <= 1.645241 | | | | oz21 <= 0.695258 | | | | | oz46 <= 1.62395 | | | | | | oz1 <= -0.002503 | | | | | | | oz36 <= 0.314683 | | | | | | | | oz2 <= 0.660806 | | | | | | | | | oz20 <= 0.648087: N (13.0) | | | | | | | | | oz20 > 0.648087: P (4.0) | | | | | | | | oz2 > 0.660806 | | | | | | | | | oz4 <= -0.987647: N (3.0) | | | | | | | | | oz4 > -0.987647 | | | | | | | | | | oz43 <= 0.648293: P (16.0) | | | | | | | | | | oz43 > 0.648293 | | | | | | | | | | | oz7 <= 0.054254: P (2.0) | | | | | | | | | | | oz7 > 0.054254: N (4.0) | | | | | | | oz36 > 0.314683: N (18.0/1.0) | | | | | | oz1 > -0.002503 | | | | | | | oz34 <= -0.729715 | | | | | | | | oz5 <= 1.52836: P (28.0) | | | | | | | | oz5 > 1.52836: N (3.0/1.0) | | | | | | | oz34 > -0.729715 | | | | | | | | oz34 <= -0.021931 | | | | | | | | | oz15 <= -1.136283: P (4.0) | | | | | | | | | oz15 > -1.136283 | | | | | | | | | | oz41 <= -0.848249: P (6.0/1.0) | | | | | | | | | | oz41 > -0.848249 | | | | | | | | | | | oz4 <= -0.930604 | | | | | | | | | | | | oz7 <= 0.545528: P (3.0) | | | | | | | | | | | | oz7 > 0.545528: N (4.0) | | | | | | | | | | | oz4 > -0.930604: N (16.0) | | | | | | | | oz34 > -0.021931 | | | | | | | | | oz27 <= -1.080646: P (15.0) | | | | | | | | | oz27 > -1.080646 | | | | | | | | | | oz34 <= 0.445146 | | | | | | | | | | | oz26 <= -0.525919 | | | | | | | | | | | | oz1 <= 0.576828: N (4.0) | | | | | | | | | | | | oz1 > 0.576828: P (4.0) | | | | | | | | | | | oz26 > -0.525919: P (19.0) | | | | | | | | | | oz34 > 0.445146 | | | | | | | | | | | oz34 <= 0.701765: N (7.0) | | | | | | | | | | | oz34 > 0.701765 | | | | | | | | | | | | oz47 <= 0.262232: P (10.0) | | | | | | | | | | | | oz47 > 0.262232 | | | | | | | | | | | | | oz11 <= 0.991569 | | | | | | | | | | | | | | oz7 <= 0.720016: N (12.0/1.0) | | | | | | | | | | | | | | oz7 > 0.720016: P (2.0) | | | | | | | | | | | | | oz11 > 0.991569: P (5.0) | | | | | oz46 > 1.62395: N (11.0) | | | | oz21 > 0.695258 | | | | | oz2 <= 1.340351 | | | | | | oz29 <= -0.272885: P (25.0) | | | | | | oz29 > -0.272885 | | | | | | | oz31 <= -1.012806: N (3.0) | | | | | | | oz31 > -1.012806 | | | | | | | | oz32 <= 0.974891: P (21.0) | | | | | | | | oz32 > 0.974891: N (4.0/1.0) | | | | | oz2 > 1.340351 | | | | | | oz35 <= -1.111204: P (6.0) | | | | | | oz35 > -1.111204 | | | | | | | oz50 <= -0.188196: P (3.0) | | | | | | | oz50 > -0.188196: N (10.0/1.0) | | | oz1 > 1.645241 | | | | oz2 <= 1.819675: N (18.0/1.0) | | | | oz2 > 1.819675: P (2.0) | | oz5 > 1.83868 | | | oz21 <= 1.410849: N (30.0) | | | oz21 > 1.410849: P (2.0) Number of Leaves : 57 Size of the tree : 113 J48 pruned tree ------------------ oz1 <= -1.230095 | oz12 <= 1.205876 | | oz37 <= 1.357409 | | | oz3 <= 0.845561 | | | | oz30 <= -1.08485: N (5.0) | | | | oz30 > -1.08485 | | | | | oz4 <= -0.652277: P (21.0/1.0) | | | | | oz4 > -0.652277 | | | | | | oz3 <= -0.848763 | | | | | | | oz34 <= -0.3758: N (10.0) | | | | | | | oz34 > -0.3758 | | | | | | | | oz44 <= -0.503928: N (4.0) | | | | | | | | oz44 > -0.503928: P (7.0/1.0) | | | | | | oz3 > -0.848763 | | | | | | | oz29 <= 0.270145: P (21.0/1.0) | | | | | | | oz29 > 0.270145 | | | | | | | | oz47 <= -0.126951 | | | | | | | | | oz29 <= 0.954739: P (8.0) | | | | | | | | | oz29 > 0.954739: N (3.0/1.0) | | | | | | | | oz47 > -0.126951 | | | | | | | | | oz1 <= -1.324196: N (9.0) | | | | | | | | | oz1 > -1.324196: P (2.0) | | | oz3 > 0.845561: N (7.0) | | oz37 > 1.357409: P (11.0) | oz12 > 1.205876: P (14.0) oz1 > -1.230095 | oz1 <= 0.339734 | | oz2 <= -1.322118 | | | oz9 <= -0.787329: N (4.0) | | | oz9 > -0.787329 | | | | oz5 <= -1.852818: N (3.0) | | | | oz5 > -1.852818 | | | | | oz24 <= 1.126282: P (30.0/1.0) | | | | | oz24 > 1.126282 | | | | | | oz7 <= 0.798882: N (5.0) | | | | | | oz7 > 0.798882: P (2.0) | | oz2 > -1.322118 | | | oz2 <= 0.004686 | | | | oz35 <= 0.273235 | | | | | oz7 <= -0.314988 | | | | | | oz6 <= -1.642502: P (5.0/1.0) | | | | | | oz6 > -1.642502 | | | | | | | oz18 <= -1.513069 | | | | | | | | oz7 <= -1.244097: N (3.0) | | | | | | | | oz7 > -1.244097: P (3.0) | | | | | | | oz18 > -1.513069: N (48.0/2.0) | | | | | oz7 > -0.314988 | | | | | | oz14 <= -1.711023: P (6.0) | | | | | | oz14 > -1.711023 | | | | | | | oz44 <= 0.881729 | | | | | | | | oz27 <= 0.25125: P (45.0/18.0) | | | | | | | | oz27 > 0.25125 | | | | | | | | | oz16 <= -0.749384: N (12.0) | | | | | | | | | oz16 > -0.749384 | | | | | | | | | | oz41 <= -0.85774: N (9.0) | | | | | | | | | | oz41 > -0.85774 | | | | | | | | | | | oz20 <= -0.172536: P (5.0) | | | | | | | | | | | oz20 > -0.172536 | | | | | | | | | | | | oz18 <= -0.682489: N (5.0) | | | | | | | | | | | | oz18 > -0.682489 | | | | | | | | | | | | | oz6 <= -0.662704: N (3.0) | | | | | | | | | | | | | oz6 > -0.662704: P (6.0) | | | | | | | oz44 > 0.881729: N (15.0/1.0) | | | | oz35 > 0.273235 | | | | | oz4 <= -0.538953 | | | | | | oz39 <= -0.904708: N (9.0) | | | | | | oz39 > -0.904708 | | | | | | | oz25 <= 0.009202: P (8.0) | | | | | | | oz25 > 0.009202 | | | | | | | | oz15 <= 0.058467: N (6.0) | | | | | | | | oz15 > 0.058467: P (2.0) | | | | | oz4 > -0.538953: N (77.0/4.0) | | | oz2 > 0.004686 | | | | oz49 <= -1.366617 | | | | | oz21 <= 0.911449: N (14.0) | | | | | oz21 > 0.911449 | | | | | | oz2 <= 0.520449: N (2.0) | | | | | | oz2 > 0.520449: P (2.0) | | | | oz49 > -1.366617 | | | | | oz40 <= 1.714069: P (170.0/82.0) | | | | | oz40 > 1.714069: N (9.0) | oz1 > 0.339734 | | oz5 <= 1.999752 | | | oz1 <= 1.527449: P (287.0/103.0) | | | oz1 > 1.527449 | | | | oz21 <= -0.961788: P (7.0) | | | | oz21 > -0.961788 | | | | | oz46 <= -1.644963: P (3.0) | | | | | oz46 > -1.644963 | | | | | | oz2 <= 1.207871 | | | | | | | oz20 <= -0.369974: P (3.0) | | | | | | | oz20 > -0.369974 | | | | | | | | oz22 <= -0.928482: P (2.0) | | | | | | | | oz22 > -0.928482: N (14.0/1.0) | | | | | | oz2 > 1.207871: N (22.0) | | oz5 > 1.999752 | | | oz4 <= 0.542837 | | | | oz4 <= 0.312719: N (5.0) | | | | oz4 > 0.312719: P (4.0/1.0) | | | oz4 > 0.542837: N (23.0) Number of Leaves : 51 Size of the tree : 101 J48 pruned tree ------------------ oz4 <= 0.412802 | oz2 <= -1.148486 | | oz5 <= -0.164742 | | | oz42 <= 1.395833 | | | | oz22 <= 0.6545: P (53.0/1.0) | | | | oz22 > 0.6545 | | | | | oz13 <= -0.206835 | | | | | | oz29 <= -1.054784: P (2.0) | | | | | | oz29 > -1.054784: N (4.0) | | | | | oz13 > -0.206835: P (6.0) | | | oz42 > 1.395833 | | | | oz13 <= 0.208768: P (2.0) | | | | oz13 > 0.208768: N (4.0) | | oz5 > -0.164742 | | | oz28 <= 0.058154: N (14.0/1.0) | | | oz28 > 0.058154 | | | | oz3 <= -0.536649: N (3.0/1.0) | | | | oz3 > -0.536649: P (10.0) | oz2 > -1.148486 | | oz2 <= 0.195925 | | | oz3 <= 0.550369 | | | | oz9 <= -0.898922 | | | | | oz27 <= 0.07275 | | | | | | oz50 <= 0.59233 | | | | | | | oz2 <= -0.762994: P (6.0) | | | | | | | oz2 > -0.762994 | | | | | | | | oz12 <= 0.101915: N (11.0/1.0) | | | | | | | | oz12 > 0.101915: P (3.0) | | | | | | oz50 > 0.59233: N (10.0) | | | | | oz27 > 0.07275: N (32.0) | | | | oz9 > -0.898922 | | | | | oz32 <= -1.60381: P (10.0/1.0) | | | | | oz32 > -1.60381 | | | | | | oz14 <= 1.396294 | | | | | | | oz16 <= -1.202951: N (14.0) | | | | | | | oz16 > -1.202951 | | | | | | | | oz34 <= -0.231944 | | | | | | | | | oz22 <= -0.538844 | | | | | | | | | | oz25 <= 0.137607: N (5.0) | | | | | | | | | | oz25 > 0.137607: P (8.0/1.0) | | | | | | | | | oz22 > -0.538844 | | | | | | | | | | oz12 <= 1.250891: N (29.0) | | | | | | | | | | oz12 > 1.250891 | | | | | | | | | | | oz6 <= -0.56535: N (3.0) | | | | | | | | | | | oz6 > -0.56535: P (3.0) | | | | | | | | oz34 > -0.231944 | | | | | | | | | oz1 <= -0.594266 | | | | | | | | | | oz23 <= 0.443157: P (14.0) | | | | | | | | | | oz23 > 0.443157 | | | | | | | | | | | oz39 <= -0.726455: N (4.0) | | | | | | | | | | | oz39 > -0.726455 | | | | | | | | | | | | oz46 <= 0.254954: P (8.0) | | | | | | | | | | | | oz46 > 0.254954: N (2.0) | | | | | | | | | oz1 > -0.594266 | | | | | | | | | | oz1 <= 0.269718 | | | | | | | | | | | oz44 <= -0.723632 | | | | | | | | | | | | oz48 <= 0.421628: P (6.0/1.0) | | | | | | | | | | | | oz48 > 0.421628: N (5.0) | | | | | | | | | | | oz44 > -0.723632: N (23.0/1.0) | | | | | | | | | | oz1 > 0.269718 | | | | | | | | | | | oz7 <= 0.559667: P (9.0) | | | | | | | | | | | oz7 > 0.559667 | | | | | | | | | | | | oz5 <= -0.754074: P (2.0) | | | | | | | | | | | | oz5 > -0.754074: N (6.0) | | | | | | oz14 > 1.396294 | | | | | | | oz33 <= -0.722718: N (4.0/1.0) | | | | | | | oz33 > -0.722718: P (13.0/1.0) | | | oz3 > 0.550369 | | | | oz10 <= 0.879217 | | | | | oz2 <= 0.050508 | | | | | | oz20 <= 1.544857 | | | | | | | oz18 <= 1.603175 | | | | | | | | oz41 <= 1.37934: P (32.0) | | | | | | | | oz41 > 1.37934 | | | | | | | | | oz2 <= -0.330067: N (2.0) | | | | | | | | | oz2 > -0.330067: P (3.0) | | | | | | | oz18 > 1.603175: N (2.0) | | | | | | oz20 > 1.544857: N (5.0/1.0) | | | | | oz2 > 0.050508: N (3.0) | | | | oz10 > 0.879217: N (8.0) | | oz2 > 0.195925 | | | oz1 <= 1.484296 | | | | oz41 <= -1.226351: P (18.0) | | | | oz41 > -1.226351 | | | | | oz50 <= -1.302145: P (15.0) | | | | | oz50 > -1.302145 | | | | | | oz1 <= -0.05473 | | | | | | | oz37 <= -0.281052 | | | | | | | | oz7 <= -1.372215: N (3.0) | | | | | | | | oz7 > -1.372215 | | | | | | | | | oz40 <= 0.240723 | | | | | | | | | | oz30 <= -0.173413: N (4.0) | | | | | | | | | | oz30 > -0.173413 | | | | | | | | | | | oz9 <= -1.228453: N (2.0) | | | | | | | | | | | oz9 > -1.228453: P (8.0) | | | | | | | | | oz40 > 0.240723: P (10.0) | | | | | | | oz37 > -0.281052 | | | | | | | | oz22 <= 0.564707: N (23.0/1.0) | | | | | | | | oz22 > 0.564707 | | | | | | | | | oz15 <= -0.174151: P (6.0) | | | | | | | | | oz15 > -0.174151: N (7.0/1.0) | | | | | | oz1 > -0.05473 | | | | | | | oz4 <= -0.237819 | | | | | | | | oz28 <= -0.624113: P (28.0) | | | | | | | | oz28 > -0.624113 | | | | | | | | | oz28 <= 0.33746 | | | | | | | | | | oz43 <= -0.134513 | | | | | | | | | | | oz36 <= -0.174625: N (4.0/1.0) | | | | | | | | | | | oz36 > -0.174625: P (8.0) | | | | | | | | | | oz43 > -0.134513: N (7.0) | | | | | | | | | oz28 > 0.33746 | | | | | | | | | | oz1 <= 1.078879: P (24.0) | | | | | | | | | | oz1 > 1.078879 | | | | | | | | | | | oz3 <= 0.106393: N (3.0) | | | | | | | | | | | oz3 > 0.106393: P (4.0) | | | | | | | oz4 > -0.237819 | | | | | | | | oz42 <= -0.725688 | | | | | | | | | oz9 <= -1.297516: P (2.0) | | | | | | | | | oz9 > -1.297516: N (12.0) | | | | | | | | oz42 > -0.725688 | | | | | | | | | oz3 <= -0.408899: N (6.0/1.0) | | | | | | | | | oz3 > -0.408899 | | | | | | | | | | oz47 <= -1.200321: N (2.0) | | | | | | | | | | oz47 > -1.200321: P (20.0/1.0) | | | oz1 > 1.484296 | | | | oz11 <= 1.25776 | | | | | oz33 <= 1.318133 | | | | | | oz19 <= 1.215051: N (24.0) | | | | | | oz19 > 1.215051 | | | | | | | oz3 <= -0.471982: P (2.0) | | | | | | | oz3 > -0.471982: N (3.0) | | | | | oz33 > 1.318133: P (3.0) | | | | oz11 > 1.25776: P (6.0) oz4 > 0.412802 | oz5 <= 2.501975 | | oz2 <= 0.395996 | | | oz24 <= 1.47782 | | | | oz1 <= -1.296887 | | | | | oz50 <= -0.362112: N (6.0/1.0) | | | | | oz50 > -0.362112 | | | | | | oz2 <= -1.56864: N (2.0) | | | | | | oz2 > -1.56864: P (14.0) | | | | oz1 > -1.296887 | | | | | oz1 <= 0.11419 | | | | | | oz2 <= -1.418212 | | | | | | | oz14 <= 0.57593: P (6.0) | | | | | | | oz14 > 0.57593: N (2.0) | | | | | | oz2 > -1.418212 | | | | | | | oz10 <= 0.977885 | | | | | | | | oz31 <= -0.815287: N (21.0) | | | | | | | | oz31 > -0.815287 | | | | | | | | | oz5 <= 0.14215 | | | | | | | | | | oz41 <= -0.513468 | | | | | | | | | | | oz6 <= -0.302882: N (8.0) | | | | | | | | | | | oz6 > -0.302882 | | | | | | | | | | | | oz7 <= -0.126639: P (5.0) | | | | | | | | | | | | oz7 > -0.126639: N (5.0/1.0) | | | | | | | | | | oz41 > -0.513468: N (23.0) | | | | | | | | | oz5 > 0.14215 | | | | | | | | | | oz12 <= 0.144825 | | | | | | | | | | | oz20 <= -1.261966: N (2.0) | | | | | | | | | | | oz20 > -1.261966: P (10.0) | | | | | | | | | | oz12 > 0.144825: N (9.0/1.0) | | | | | | | oz10 > 0.977885: N (33.0) | | | | | oz1 > 0.11419 | | | | | | oz26 <= -0.611307 | | | | | | | oz36 <= 1.161683: N (15.0) | | | | | | | oz36 > 1.161683: P (2.0) | | | | | | oz26 > -0.611307 | | | | | | | oz35 <= -1.094141: P (8.0) | | | | | | | oz35 > -1.094141 | | | | | | | | oz30 <= 1.237345 | | | | | | | | | oz5 <= -0.638576: P (8.0/1.0) | | | | | | | | | oz5 > -0.638576 | | | | | | | | | | oz22 <= 0.385419 | | | | | | | | | | | oz7 <= 0.416162: P (6.0/1.0) | | | | | | | | | | | oz7 > 0.416162: N (4.0) | | | | | | | | | | oz22 > 0.385419: N (13.0) | | | | | | | | oz30 > 1.237345: P (5.0) | | | oz24 > 1.47782: N (19.0) | | oz2 > 0.395996 | | | oz20 <= -1.628998: N (8.0) | | | oz20 > -1.628998 | | | | oz13 <= 1.56836 | | | | | oz36 <= -0.293295 | | | | | | oz26 <= 1.472143 | | | | | | | oz49 <= 0.365594: P (22.0) | | | | | | | oz49 > 0.365594 | | | | | | | | oz49 <= 1.015912: N (4.0) | | | | | | | | oz49 > 1.015912 | | | | | | | | | oz12 <= 0.538658: P (10.0) | | | | | | | | | oz12 > 0.538658: N (2.0) | | | | | | oz26 > 1.472143: N (6.0/1.0) | | | | | oz36 > -0.293295 | | | | | | oz21 <= -1.594634: P (5.0) | | | | | | oz21 > -1.594634 | | | | | | | oz49 <= -0.532942: N (13.0/1.0) | | | | | | | oz49 > -0.532942 | | | | | | | | oz26 <= -1.028327: P (5.0) | | | | | | | | oz26 > -1.028327 | | | | | | | | | oz2 <= 0.58743: N (7.0) | | | | | | | | | oz2 > 0.58743 | | | | | | | | | | oz49 <= -0.061582: P (6.0) | | | | | | | | | | oz49 > -0.061582 | | | | | | | | | | | oz37 <= -0.169275: N (10.0/1.0) | | | | | | | | | | | oz37 > -0.169275 | | | | | | | | | | | | oz40 <= -0.432535: N (3.0) | | | | | | | | | | | | oz40 > -0.432535: P (7.0) | | | | oz13 > 1.56836: P (10.0) | oz5 > 2.501975: N (19.0) Number of Leaves : 106 Size of the tree : 211 J48 pruned tree ------------------ oz5 <= 1.941125 | oz2 <= 0.277542 | | oz2 <= -0.782984 | | | oz4 <= 0.282402 | | | | oz20 <= 1.182575 | | | | | oz24 <= 1.527266 | | | | | | oz36 <= 1.549102 | | | | | | | oz5 <= -0.271708: P (73.0/14.0) | | | | | | | oz5 > -0.271708 | | | | | | | | oz44 <= -0.353731 | | | | | | | | | oz50 <= 0.71587: P (10.0) | | | | | | | | | oz50 > 0.71587 | | | | | | | | | | oz36 <= 0.682899: N (4.0) | | | | | | | | | | oz36 > 0.682899: P (3.0) | | | | | | | | oz44 > -0.353731 | | | | | | | | | oz8 <= -1.263104: P (2.0) | | | | | | | | | oz8 > -1.263104: N (13.0) | | | | | | oz36 > 1.549102: N (6.0) | | | | | oz24 > 1.527266: N (7.0) | | | | oz20 > 1.182575: P (19.0) | | | oz4 > 0.282402 | | | | oz23 <= 1.113238 | | | | | oz3 <= -0.340891 | | | | | | oz5 <= -1.195274: P (3.0) | | | | | | oz5 > -1.195274 | | | | | | | oz33 <= -1.685606: P (3.0) | | | | | | | oz33 > -1.685606 | | | | | | | | oz21 <= 1.000247: N (34.0/1.0) | | | | | | | | oz21 > 1.000247 | | | | | | | | | oz36 <= -1.00261: N (5.0) | | | | | | | | | oz36 > -1.00261: P (5.0) | | | | | oz3 > -0.340891 | | | | | | oz9 <= -1.466195: N (4.0) | | | | | | oz9 > -1.466195 | | | | | | | oz12 <= -0.692134 | | | | | | | | oz32 <= -0.684253: P (2.0) | | | | | | | | oz32 > -0.684253: N (4.0) | | | | | | | oz12 > -0.692134 | | | | | | | | oz32 <= -0.550448 | | | | | | | | | oz2 <= -1.332812: P (4.0) | | | | | | | | | oz2 > -1.332812: N (3.0) | | | | | | | | oz32 > -0.550448: P (21.0) | | | | oz23 > 1.113238: N (13.0) | | oz2 > -0.782984: N (363.0/120.0) | oz2 > 0.277542 | | oz1 <= 1.497612 | | | oz1 <= 0.193672 | | | | oz39 <= -0.450252 | | | | | oz50 <= -0.079266 | | | | | | oz26 <= 1.061941 | | | | | | | oz33 <= 0.835354 | | | | | | | | oz5 <= -0.806927: N (4.0) | | | | | | | | oz5 > -0.806927: P (6.0/1.0) | | | | | | | oz33 > 0.835354: N (7.0) | | | | | | oz26 > 1.061941: P (4.0) | | | | | oz50 > -0.079266: N (23.0/1.0) | | | | oz39 > -0.450252 | | | | | oz5 <= -0.772779 | | | | | | oz12 <= -0.850898 | | | | | | | oz29 <= -0.258427: N (2.0) | | | | | | | oz29 > -0.258427: P (6.0) | | | | | | oz12 > -0.850898: N (16.0/1.0) | | | | | oz5 > -0.772779 | | | | | | oz7 <= 0.652093 | | | | | | | oz31 <= -0.587728 | | | | | | | | oz14 <= 0.810717: N (10.0) | | | | | | | | oz14 > 0.810717 | | | | | | | | | oz5 <= 0.350564: P (2.0) | | | | | | | | | oz5 > 0.350564: N (2.0) | | | | | | | oz31 > -0.587728 | | | | | | | | oz23 <= 0.408104 | | | | | | | | | oz23 <= 0.144986 | | | | | | | | | | oz22 <= 0.787031 | | | | | | | | | | | oz20 <= 0.367232: P (14.0) | | | | | | | | | | | oz20 > 0.367232 | | | | | | | | | | | | oz22 <= 0.002508: N (5.0) | | | | | | | | | | | | oz22 > 0.002508: P (6.0) | | | | | | | | | | oz22 > 0.787031: N (6.0/1.0) | | | | | | | | | oz23 > 0.144986: N (4.0) | | | | | | | | oz23 > 0.408104: P (14.0) | | | | | | oz7 > 0.652093: P (16.0) | | | oz1 > 0.193672 | | | | oz42 <= 1.138554 | | | | | oz30 <= -1.291509: P (20.0) | | | | | oz30 > -1.291509 | | | | | | oz49 <= -1.006729 | | | | | | | oz22 <= 1.51087: P (22.0) | | | | | | | oz22 > 1.51087 | | | | | | | | oz6 <= -0.025497: P (3.0) | | | | | | | | oz6 > -0.025497: N (2.0) | | | | | | oz49 > -1.006729 | | | | | | | oz25 <= -1.026598: P (18.0/1.0) | | | | | | | oz25 > -1.026598 | | | | | | | | oz30 <= 0.74804 | | | | | | | | | oz39 <= 1.409785 | | | | | | | | | | oz1 <= 1.141593 | | | | | | | | | | | oz48 <= -0.894725: P (7.0) | | | | | | | | | | | oz48 > -0.894725 | | | | | | | | | | | | oz37 <= -0.179531: N (12.0/1.0) | | | | | | | | | | | | oz37 > -0.179531 | | | | | | | | | | | | | oz48 <= 0.441395 | | | | | | | | | | | | | | oz1 <= 0.813419: N (5.0) | | | | | | | | | | | | | | oz1 > 0.813419: P (4.0/1.0) | | | | | | | | | | | | | oz48 > 0.441395: P (8.0) | | | | | | | | | | oz1 > 1.141593: N (15.0/1.0) | | | | | | | | | oz39 > 1.409785: P (6.0) | | | | | | | | oz30 > 0.74804 | | | | | | | | | oz5 <= 0.955367: P (21.0/1.0) | | | | | | | | | oz5 > 0.955367 | | | | | | | | | | oz31 <= 0.470301: N (5.0) | | | | | | | | | | oz31 > 0.470301: P (3.0) | | | | oz42 > 1.138554: P (24.0) | | oz1 > 1.497612 | | | oz11 <= 1.223331 | | | | oz1 <= 2.164163 | | | | | oz6 <= -0.778188 | | | | | | oz3 <= -0.785322: P (2.0) | | | | | | oz3 > -0.785322: N (3.0) | | | | | oz6 > -0.778188: N (24.0) | | | | oz1 > 2.164163: P (4.0/1.0) | | | oz11 > 1.223331: P (3.0) oz5 > 1.941125 | oz9 <= 0.128857: N (24.0) | oz9 > 0.128857 | | oz31 <= -0.583498 | | | oz10 <= -0.178743: P (4.0) | | | oz10 > -0.178743: N (3.0) | | oz31 > -0.583498: N (10.0) Number of Leaves : 65 Size of the tree : 129 J48 pruned tree ------------------ oz5 <= 1.93018 | oz2 <= 0.29079 | | oz1 <= -1.341248 | | | oz2 <= 0.017637 | | | | oz47 <= 1.473638 | | | | | oz3 <= -0.805489 | | | | | | oz4 <= -0.114167: P (11.0/1.0) | | | | | | oz4 > -0.114167 | | | | | | | oz5 <= -0.928179: P (3.0/1.0) | | | | | | | oz5 > -0.928179: N (7.0) | | | | | oz3 > -0.805489 | | | | | | oz3 <= 0.699415: P (39.0) | | | | | | oz3 > 0.699415 | | | | | | | oz12 <= -0.06091: P (3.0) | | | | | | | oz12 > -0.06091: N (2.0) | | | | oz47 > 1.473638: N (6.0/1.0) | | | oz2 > 0.017637: N (4.0) | | oz1 > -1.341248 | | | oz4 <= 0.298797 | | | | oz2 <= -0.683573 | | | | | oz44 <= -1.285898: P (14.0) | | | | | oz44 > -1.285898 | | | | | | oz19 <= -1.527093: N (8.0) | | | | | | oz19 > -1.527093 | | | | | | | oz27 <= -1.168648 | | | | | | | | oz50 <= -1.434021: N (2.0) | | | | | | | | oz50 > -1.434021: P (22.0/1.0) | | | | | | | oz27 > -1.168648 | | | | | | | | oz31 <= -0.980739 | | | | | | | | | oz9 <= -1.155456: N (3.0/1.0) | | | | | | | | | oz9 > -1.155456: P (16.0) | | | | | | | | oz31 > -0.980739 | | | | | | | | | oz44 <= -0.613876: N (14.0) | | | | | | | | | oz44 > -0.613876 | | | | | | | | | | oz22 <= -1.294903: P (8.0) | | | | | | | | | | oz22 > -1.294903 | | | | | | | | | | | oz35 <= -1.153413: N (8.0) | | | | | | | | | | | oz35 > -1.153413 | | | | | | | | | | | | oz41 <= -1.291035: P (6.0) | | | | | | | | | | | | oz41 > -1.291035 | | | | | | | | | | | | | oz22 <= -0.378204 | | | | | | | | | | | | | | oz11 <= -1.162055: P (3.0/1.0) | | | | | | | | | | | | | | oz11 > -1.162055: N (11.0) | | | | | | | | | | | | | oz22 > -0.378204 | | | | | | | | | | | | | | oz6 <= -1.089217: N (5.0) | | | | | | | | | | | | | | oz6 > -1.089217 | | | | | | | | | | | | | | | oz46 <= 0.531028 | | | | | | | | | | | | | | | | oz43 <= -0.803805: N (2.0) | | | | | | | | | | | | | | | | oz43 > -0.803805: P (17.0) | | | | | | | | | | | | | | | oz46 > 0.531028 | | | | | | | | | | | | | | | | oz9 <= 0.292545: N (6.0) | | | | | | | | | | | | | | | | oz9 > 0.292545: P (2.0) | | | | oz2 > -0.683573 | | | | | oz5 <= 0.840659 | | | | | | oz2 <= -0.011359 | | | | | | | oz30 <= 0.797406 | | | | | | | | oz23 <= 0.436008 | | | | | | | | | oz23 <= 0.131139 | | | | | | | | | | oz38 <= -0.554846: N (14.0) | | | | | | | | | | oz38 > -0.554846 | | | | | | | | | | | oz29 <= 0.284704 | | | | | | | | | | | | oz46 <= -1.145921: N (5.0) | | | | | | | | | | | | oz46 > -1.145921 | | | | | | | | | | | | | oz28 <= -0.994627: N (3.0) | | | | | | | | | | | | | oz28 > -0.994627 | | | | | | | | | | | | | | oz12 <= 1.540097: P (16.0) | | | | | | | | | | | | | | oz12 > 1.540097: N (2.0) | | | | | | | | | | | oz29 > 0.284704: N (9.0) | | | | | | | | | oz23 > 0.131139: P (6.0) | | | | | | | | oz23 > 0.436008 | | | | | | | | | oz5 <= -0.992881: P (3.0/1.0) | | | | | | | | | oz5 > -0.992881: N (33.0/1.0) | | | | | | | oz30 > 0.797406: N (27.0) | | | | | | oz2 > -0.011359 | | | | | | | oz3 <= -0.069515 | | | | | | | | oz17 <= -1.149256: P (4.0) | | | | | | | | oz17 > -1.149256 | | | | | | | | | oz4 <= -0.174569 | | | | | | | | | | oz19 <= 1.586109 | | | | | | | | | | | oz29 <= -0.966709: P (3.0/1.0) | | | | | | | | | | | oz29 > -0.966709: N (19.0) | | | | | | | | | | oz19 > 1.586109: P (2.0) | | | | | | | | | oz4 > -0.174569: P (3.0) | | | | | | | oz3 > -0.069515 | | | | | | | | oz6 <= 1.274444: P (13.0) | | | | | | | | oz6 > 1.274444: N (4.0/1.0) | | | | | oz5 > 0.840659 | | | | | | oz3 <= 1.102663 | | | | | | | oz29 <= 0.814562: P (15.0) | | | | | | | oz29 > 0.814562 | | | | | | | | oz9 <= -0.086258: N (3.0) | | | | | | | | oz9 > -0.086258: P (2.0) | | | | | | oz3 > 1.102663: N (3.0) | | | oz4 > 0.298797 | | | | oz36 <= -1.0387: N (29.0) | | | | oz36 > -1.0387 | | | | | oz5 <= -0.992881 | | | | | | oz22 <= -1.667017: N (3.0) | | | | | | oz22 > -1.667017: P (14.0/1.0) | | | | | oz5 > -0.992881 | | | | | | oz32 <= 1.091066 | | | | | | | oz29 <= -0.944864: N (24.0/1.0) | | | | | | | oz29 > -0.944864 | | | | | | | | oz32 <= -1.647935: P (6.0) | | | | | | | | oz32 > -1.647935 | | | | | | | | | oz29 <= 0.119845 | | | | | | | | | | oz42 <= 0.961019 | | | | | | | | | | | oz25 <= -0.81603 | | | | | | | | | | | | oz5 <= -0.674329: P (2.0) | | | | | | | | | | | | oz5 > -0.674329: N (12.0/1.0) | | | | | | | | | | | oz25 > -0.81603 | | | | | | | | | | | | oz49 <= -1.251945: N (3.0) | | | | | | | | | | | | oz49 > -1.251945: P (25.0/1.0) | | | | | | | | | | oz42 > 0.961019: N (7.0) | | | | | | | | | oz29 > 0.119845 | | | | | | | | | | oz23 <= -1.743183: P (4.0) | | | | | | | | | | oz23 > -1.743183 | | | | | | | | | | | oz27 <= -1.514976: P (3.0) | | | | | | | | | | | oz27 > -1.514976 | | | | | | | | | | | | oz5 <= 0.718154 | | | | | | | | | | | | | oz21 <= 1.564134: N (47.0/1.0) | | | | | | | | | | | | | oz21 > 1.564134: P (3.0/1.0) | | | | | | | | | | | | oz5 > 0.718154 | | | | | | | | | | | | | oz43 <= 0.603677: P (4.0) | | | | | | | | | | | | | oz43 > 0.603677: N (3.0) | | | | | | oz32 > 1.091066: N (30.0) | oz2 > 0.29079 | | oz2 <= 1.398947 | | | oz25 <= -1.678074 | | | | oz16 <= 0.805243: N (12.0/1.0) | | | | oz16 > 0.805243: P (2.0) | | | oz25 > -1.678074 | | | | oz7 <= 0.13608: P (144.0/59.0) | | | | oz7 > 0.13608 | | | | | oz19 <= 1.724607 | | | | | | oz45 <= -0.198966 | | | | | | | oz36 <= 0.968311 | | | | | | | | oz48 <= 0.09384 | | | | | | | | | oz29 <= 0.445265 | | | | | | | | | | oz22 <= 1.637485: P (14.0/1.0) | | | | | | | | | | oz22 > 1.637485: N (2.0) | | | | | | | | | oz29 > 0.445265: N (4.0) | | | | | | | | oz48 > 0.09384: P (15.0) | | | | | | | oz36 > 0.968311: N (5.0) | | | | | | oz45 > -0.198966: P (48.0/1.0) | | | | | oz19 > 1.724607: N (6.0/1.0) | | oz2 > 1.398947 | | | oz17 <= 1.089067 | | | | oz1 <= 1.277705: P (53.0/22.0) | | | | oz1 > 1.277705 | | | | | oz1 <= 1.918626: N (15.0) | | | | | oz1 > 1.918626 | | | | | | oz14 <= 0.652407: P (4.0) | | | | | | oz14 > 0.652407: N (2.0) | | | oz17 > 1.089067: N (9.0) oz5 > 1.93018 | oz4 <= 0.44983 | | oz39 <= -0.333778: N (4.0) | | oz39 > -0.333778: P (6.0/1.0) | oz4 > 0.44983: N (25.0) Number of Leaves : 81 Size of the tree : 161 J48 pruned tree ------------------ oz3 <= 2.280075 | oz1 <= 0.284346 | | oz1 <= -1.36677 | | | oz5 <= 0.536179 | | | | oz3 <= -1.066527 | | | | | oz42 <= 0.581833: N (8.0) | | | | | oz42 > 0.581833 | | | | | | oz13 <= 0.921279: P (4.0) | | | | | | oz13 > 0.921279: N (2.0) | | | | oz3 > -1.066527 | | | | | oz19 <= 1.094306 | | | | | | oz15 <= 0.822368 | | | | | | | oz4 <= 0.455608 | | | | | | | | oz35 <= -0.450762 | | | | | | | | | oz6 <= -0.371433: P (3.0) | | | | | | | | | oz6 > -0.371433: N (4.0) | | | | | | | | oz35 > -0.450762: P (24.0) | | | | | | | oz4 > 0.455608 | | | | | | | | oz35 <= -1.197925: P (2.0) | | | | | | | | oz35 > -1.197925: N (5.0) | | | | | | oz15 > 0.822368: P (21.0) | | | | | oz19 > 1.094306: N (5.0/1.0) | | | oz5 > 0.536179: N (10.0/1.0) | | oz1 > -1.36677 | | | oz50 <= -0.764317 | | | | oz3 <= 1.323666 | | | | | oz50 <= -1.886999 | | | | | | oz23 <= 0.498034: P (8.0) | | | | | | oz23 > 0.498034: N (4.0/1.0) | | | | | oz50 > -1.886999 | | | | | | oz22 <= -1.434007: P (6.0/1.0) | | | | | | oz22 > -1.434007 | | | | | | | oz26 <= 0.277337 | | | | | | | | oz37 <= -1.06836 | | | | | | | | | oz40 <= -0.181192: P (3.0) | | | | | | | | | oz40 > -0.181192: N (9.0) | | | | | | | | oz37 > -1.06836: N (53.0) | | | | | | | oz26 > 0.277337 | | | | | | | | oz5 <= 0.765909 | | | | | | | | | oz36 <= -0.287521: N (17.0) | | | | | | | | | oz36 > -0.287521 | | | | | | | | | | oz41 <= 0.594226 | | | | | | | | | | | oz50 <= -1.245171: N (14.0) | | | | | | | | | | | oz50 > -1.245171 | | | | | | | | | | | | oz18 <= -0.117897: N (4.0) | | | | | | | | | | | | oz18 > -0.117897: P (4.0) | | | | | | | | | | oz41 > 0.594226: P (5.0) | | | | | | | | oz5 > 0.765909: P (3.0) | | | | oz3 > 1.323666 | | | | | oz10 <= 0.049845: P (7.0) | | | | | oz10 > 0.049845: N (3.0/1.0) | | | oz50 > -0.764317 | | | | oz4 <= 0.822302: N (319.0/158.0) | | | | oz4 > 0.822302 | | | | | oz4 <= 1.866396 | | | | | | oz46 <= 0.887226 | | | | | | | oz50 <= 1.749641 | | | | | | | | oz27 <= 0.629886 | | | | | | | | | oz27 <= -1.143086: N (10.0) | | | | | | | | | oz27 > -1.143086 | | | | | | | | | | oz46 <= 0.704028 | | | | | | | | | | | oz14 <= -1.583309: P (3.0) | | | | | | | | | | | oz14 > -1.583309 | | | | | | | | | | | | oz35 <= 1.652948 | | | | | | | | | | | | | oz13 <= 1.655333 | | | | | | | | | | | | | | oz23 <= 1.139365: N (19.0) | | | | | | | | | | | | | | oz23 > 1.139365 | | | | | | | | | | | | | | | oz8 <= 0.433981: P (2.0) | | | | | | | | | | | | | | | oz8 > 0.433981: N (3.0) | | | | | | | | | | | | | oz13 > 1.655333: P (2.0) | | | | | | | | | | | | oz35 > 1.652948: P (3.0) | | | | | | | | | | oz46 > 0.704028: P (4.0) | | | | | | | | oz27 > 0.629886: N (15.0) | | | | | | | oz50 > 1.749641: P (5.0) | | | | | | oz46 > 0.887226: N (20.0) | | | | | oz4 > 1.866396: P (9.0/1.0) | oz1 > 0.284346 | | oz1 <= 1.664609: P (296.0/105.0) | | oz1 > 1.664609 | | | oz16 <= -0.468035: N (18.0) | | | oz16 > -0.468035 | | | | oz17 <= 0.235739 | | | | | oz1 <= 1.918626: N (5.0/1.0) | | | | | oz1 > 1.918626: P (7.0) | | | | oz17 > 0.235739: N (6.0) oz3 > 2.280075 | oz14 <= -1.203198: P (3.0/1.0) | oz14 > -1.203198: N (23.0) Number of Leaves : 45 Size of the tree : 89 J48 pruned tree ------------------ oz4 <= -0.399088 | oz42 <= -1.010538 | | oz41 <= 0.306035: P (49.0/4.0) | | oz41 > 0.306035 | | | oz29 <= 0.458574 | | | | oz32 <= 0.628896 | | | | | oz11 <= 1.114499: N (11.0) | | | | | oz11 > 1.114499: P (3.0/1.0) | | | | oz32 > 0.628896: P (3.0) | | | oz29 > 0.458574: P (7.0) | oz42 > -1.010538 | | oz3 <= -1.206216 | | | oz33 <= 0.779447 | | | | oz1 <= 0.382474: N (23.0) | | | | oz1 > 0.382474 | | | | | oz5 <= -0.709279: P (3.0) | | | | | oz5 > -0.709279: N (4.0) | | | oz33 > 0.779447 | | | | oz4 <= -1.586118: N (2.0) | | | | oz4 > -1.586118: P (6.0) | | oz3 > -1.206216 | | | oz43 <= 1.432068 | | | | oz15 <= -1.269544 | | | | | oz35 <= -1.732536: N (2.0) | | | | | oz35 > -1.732536: P (24.0/1.0) | | | | oz15 > -1.269544 | | | | | oz1 <= -1.309844: P (16.0/1.0) | | | | | oz1 > -1.309844 | | | | | | oz26 <= 1.04532 | | | | | | | oz42 <= 0.112129 | | | | | | | | oz13 <= -0.512018 | | | | | | | | | oz28 <= 1.567983 | | | | | | | | | | oz31 <= 1.488053: N (24.0/1.0) | | | | | | | | | | oz31 > 1.488053: P (2.0) | | | | | | | | | oz28 > 1.567983: P (2.0) | | | | | | | | oz13 > -0.512018 | | | | | | | | | oz13 <= -0.094679: P (11.0) | | | | | | | | | oz13 > -0.094679 | | | | | | | | | | oz6 <= -0.453439: N (7.0) | | | | | | | | | | oz6 > -0.453439 | | | | | | | | | | | oz18 <= 1.006844 | | | | | | | | | | | | oz47 <= -0.115692 | | | | | | | | | | | | | oz26 <= -0.013485: N (8.0/1.0) | | | | | | | | | | | | | oz26 > -0.013485: P (4.0) | | | | | | | | | | | | oz47 > -0.115692: P (12.0) | | | | | | | | | | | oz18 > 1.006844: N (5.0) | | | | | | | oz42 > 0.112129 | | | | | | | | oz38 <= -0.592986 | | | | | | | | | oz23 <= -1.626472: N (2.0) | | | | | | | | | oz23 > -1.626472: P (37.0/2.0) | | | | | | | | oz38 > -0.592986 | | | | | | | | | oz40 <= -1.401915: N (7.0) | | | | | | | | | oz40 > -1.401915 | | | | | | | | | | oz9 <= -1.198745: N (9.0/1.0) | | | | | | | | | | oz9 > -1.198745 | | | | | | | | | | | oz33 <= -0.366249: P (19.0) | | | | | | | | | | | oz33 > -0.366249 | | | | | | | | | | | | oz16 <= -1.175601: N (4.0) | | | | | | | | | | | | oz16 > -1.175601 | | | | | | | | | | | | | oz33 <= 0.121943: N (3.0) | | | | | | | | | | | | | oz33 > 0.121943 | | | | | | | | | | | | | | oz32 <= -0.45112: P (14.0) | | | | | | | | | | | | | | oz32 > -0.45112 | | | | | | | | | | | | | | | oz23 <= 1.086624 | | | | | | | | | | | | | | | | oz9 <= 0.990706: P (6.0) | | | | | | | | | | | | | | | | oz9 > 0.990706: N (2.0) | | | | | | | | | | | | | | | oz23 > 1.086624: N (4.0) | | | | | | oz26 > 1.04532 | | | | | | | oz37 <= -0.254937 | | | | | | | | oz1 <= -0.222006 | | | | | | | | | oz14 <= 0.65108: N (8.0) | | | | | | | | | oz14 > 0.65108: P (2.0) | | | | | | | | oz1 > -0.222006: P (6.0) | | | | | | | oz37 > -0.254937: N (15.0) | | | oz43 > 1.432068 | | | | oz19 <= -1.45106: P (4.0) | | | | oz19 > -1.45106 | | | | | oz17 <= 1.464682: N (19.0) | | | | | oz17 > 1.464682: P (2.0) oz4 > -0.399088 | oz36 <= 0.841566 | | oz2 <= 0.399538 | | | oz5 <= 0.815789: N (274.0/92.0) | | | oz5 > 0.815789 | | | | oz3 <= 0.787474: P (15.0/1.0) | | | | oz3 > 0.787474: N (6.0/1.0) | | oz2 > 0.399538 | | | oz3 <= 1.914132 | | | | oz2 <= 1.057403: P (84.0/24.0) | | | | oz2 > 1.057403 | | | | | oz1 <= 1.350842 | | | | | | oz12 <= 0.896783 | | | | | | | oz20 <= -0.446725: P (10.0/1.0) | | | | | | | oz20 > -0.446725 | | | | | | | | oz49 <= 0.708015 | | | | | | | | | oz6 <= 1.03488 | | | | | | | | | | oz31 <= -0.370558 | | | | | | | | | | | oz8 <= -0.681555: N (4.0/1.0) | | | | | | | | | | | oz8 > -0.681555: P (6.0) | | | | | | | | | | oz31 > -0.370558: N (11.0) | | | | | | | | | oz6 > 1.03488: P (4.0) | | | | | | | | oz49 > 0.708015: N (11.0) | | | | | | oz12 > 0.896783: P (11.0) | | | | | oz1 > 1.350842: N (13.0) | | | oz3 > 1.914132 | | | | oz22 <= -1.573046: P (2.0) | | | | oz22 > -1.573046: N (18.0) | oz36 > 0.841566 | | oz23 <= -1.613598: P (7.0/1.0) | | oz23 > -1.613598 | | | oz1 <= -1.266918 | | | | oz34 <= -1.291227: N (4.0) | | | | oz34 > -1.291227: P (8.0/1.0) | | | oz1 > -1.266918: N (121.0/21.0) Number of Leaves : 58 Size of the tree : 115 Number of classifier in the ensemble: 15