Decorate base classifiers: J48 pruned tree ------------------ S71824_at <= 420: 1 (13.0/1.0) S71824_at > 420 | D83542_at <= 190: 1 (4.0) | D83542_at > 190 | | U46751_at <= 4044 | | | M26679_at <= 486: 0 (38.0) | | | M26679_at > 486: 1 (2.0) | | U46751_at > 4044: 1 (3.0) Number of Leaves : 5 Size of the tree : 9 J48 pruned tree ------------------ HG4011-HT4804_s_at <= 295: 1 (12.0) HG4011-HT4804_s_at > 295 | L43366_at <= 19.072618: 1 (10.0) | L43366_at > 19.072618 | | U41745_at <= 334 | | | U67171_at <= 518.999167: 1 (9.0/1.0) | | | U67171_at > 518.999167 | | | | U46744_at <= 48 | | | | | D28588_at <= 97.457399 | | | | | | AFFX-ThrX-3_at <= -281: 1 (5.0) | | | | | | AFFX-ThrX-3_at > -281: 0 (3.0) | | | | | D28588_at > 97.457399: 0 (60.0/1.0) | | | | U46744_at > 48 | | | | | M22638_at <= 19: 1 (9.0) | | | | | M22638_at > 19: 0 (3.0) | | U41745_at > 334: 1 (9.0) Number of Leaves : 9 Size of the tree : 17 J48 pruned tree ------------------ L13923_at <= 688.624572 | M13452_s_at <= 262: 1 (15.0) | M13452_s_at > 262 | | L07648_at <= 310.364131: 1 (9.0) | | L07648_at > 310.364131 | | | M33317_f_at <= -165.097233 | | | | D31885_at <= 1674: 0 (3.0) | | | | D31885_at > 1674: 1 (14.0) | | | M33317_f_at > -165.097233 | | | | U31903_s_at <= 929 | | | | | U11036_at <= -21.518409: 1 (10.0) | | | | | U11036_at > -21.518409: 0 (5.0) | | | | U31903_s_at > 929 | | | | | X54867_s_at <= 61.340809: 0 (43.0/1.0) | | | | | X54867_s_at > 61.340809: 1 (3.0) L13923_at > 688.624572: 0 (18.0) Number of Leaves : 9 Size of the tree : 17 J48 pruned tree ------------------ U29943_s_at <= -130: 1 (17.0/1.0) U29943_s_at > -130 | X74929_s_at <= 674.079903 | | M80899_at <= 242: 1 (10.0/1.0) | | M80899_at > 242 | | | Z48199_at <= 33 | | | | D13748_at <= 2799: 0 (5.0) | | | | D13748_at > 2799: 1 (11.0) | | | Z48199_at > 33 | | | | M27436_s_at <= 87 | | | | | M79462_at <= 90: 1 (9.0/1.0) | | | | | M79462_at > 90: 0 (13.0) | | | | M27436_s_at > 87: 0 (47.0) | X74929_s_at > 674.079903: 1 (8.0) Number of Leaves : 8 Size of the tree : 15 J48 pruned tree ------------------ L19314_at <= -174: 1 (11.0) L19314_at > -174 | D43638_at <= 48.461716: 1 (13.0/1.0) | D43638_at > 48.461716 | | HG4036-HT4306_at <= 627: 1 (7.0) | | HG4036-HT4306_at > 627 | | | L06133_at <= -65: 1 (6.0) | | | L06133_at > -65 | | | | HG2417-HT2513_at <= -205.39039: 1 (5.0) | | | | HG2417-HT2513_at > -205.39039 | | | | | U41745_at <= 350.686471 | | | | | | U41767_s_at <= 749 | | | | | | | X84194_at <= 152.684132 | | | | | | | | D11139_at <= 13: 1 (9.0) | | | | | | | | D11139_at > 13: 0 (2.0) | | | | | | | X84194_at > 152.684132: 0 (10.0) | | | | | | U41767_s_at > 749: 0 (53.0) | | | | | U41745_at > 350.686471: 1 (4.0) Number of Leaves : 10 Size of the tree : 19 J48 pruned tree ------------------ M27288_at <= -250 | X12492_at <= 231: 1 (9.0) | X12492_at > 231 | | L49169_at <= -667.49206: 1 (7.0) | | L49169_at > -667.49206 | | | X59656_at <= -32 | | | | X60483_at <= -517.048699: 1 (4.0) | | | | X60483_at > -517.048699 | | | | | X83378_at <= 6: 1 (6.0/1.0) | | | | | X83378_at > 6 | | | | | | M14328_s_at <= 7020.116364: 0 (59.0/1.0) | | | | | | M14328_s_at > 7020.116364 | | | | | | | D86970_at <= 125: 1 (4.0) | | | | | | | D86970_at > 125: 0 (2.0) | | | X59656_at > -32 | | | | M57710_at <= 707: 1 (13.0) | | | | M57710_at > 707: 0 (4.0) M27288_at > -250: 1 (12.0) Number of Leaves : 10 Size of the tree : 19 J48 pruned tree ------------------ X53065_f_at <= 29.679571: 1 (13.0) X53065_f_at > 29.679571 | U67369_at <= -21.752594: 1 (8.0) | U67369_at > -21.752594 | | U28749_s_at <= 277.539867 | | | X89399_s_at <= -289.743145: 1 (5.0) | | | X89399_s_at > -289.743145 | | | | U95740_rna2_at <= 1080 | | | | | X13238_at <= 1304 | | | | | | L20688_at <= 680: 1 (8.0/1.0) | | | | | | L20688_at > 680 | | | | | | | L05597_at <= 102.872467: 0 (19.0) | | | | | | | L05597_at > 102.872467: 1 (2.0) | | | | | X13238_at > 1304: 1 (10.0) | | | | U95740_rna2_at > 1080 | | | | | L40400_at <= -241.787584: 1 (3.0/1.0) | | | | | L40400_at > -241.787584: 0 (46.0) | | U28749_s_at > 277.539867: 1 (6.0) Number of Leaves : 10 Size of the tree : 19 J48 pruned tree ------------------ U18467_at <= -27.890095: 1 (13.0) U18467_at > -27.890095 | Y00764_at <= 254.459024: 1 (8.0) | Y00764_at > 254.459024 | | D29956_at <= 67 | | | X99961_at <= 28: 1 (15.0) | | | X99961_at > 28: 0 (6.0) | | D29956_at > 67 | | | U37673_at <= -130: 1 (5.0) | | | U37673_at > -130 | | | | X84003_at <= 173 | | | | | D28473_s_at <= 750: 0 (61.0/1.0) | | | | | D28473_s_at > 750 | | | | | | U20158_at <= 68: 0 (2.0) | | | | | | U20158_at > 68: 1 (4.0) | | | | X84003_at > 173: 1 (6.0/1.0) Number of Leaves : 9 Size of the tree : 17 J48 pruned tree ------------------ S78234_at <= -86.728351: 1 (10.0) S78234_at > -86.728351 | U81787_at <= 55: 1 (12.0/1.0) | U81787_at > 55 | | U93091_at <= 114 | | | M22612_f_at <= -286.972643: 1 (9.0/1.0) | | | M22612_f_at > -286.972643 | | | | D28483_at <= 37: 1 (5.0) | | | | D28483_at > 37 | | | | | AB000464_at <= 295 | | | | | | L48546_at <= 903: 1 (8.0) | | | | | | L48546_at > 903 | | | | | | | M57230_at <= -23: 0 (10.0) | | | | | | | M57230_at > -23: 1 (2.0) | | | | | AB000464_at > 295 | | | | | | X84003_at <= -139.537765: 1 (3.0/1.0) | | | | | | X84003_at > -139.537765: 0 (55.0) | | U93091_at > 114: 1 (6.0) Number of Leaves : 10 Size of the tree : 19 J48 pruned tree ------------------ S66541_s_at <= 2529.742728 | D14686_at <= 66: 1 (15.0) | D14686_at > 66 | | HG3111-HT3287_at <= 51.310745 | | | M10943_at <= -72: 1 (17.0) | | | M10943_at > -72 | | | | L20433_at <= -93.854763 | | | | | L43579_s_at <= 862 | | | | | | Z18956_at <= 35: 1 (4.0) | | | | | | Z18956_at > 35 | | | | | | | U60519_at <= -30 | | | | | | | | D10923_at <= -201: 0 (2.0) | | | | | | | | D10923_at > -201: 1 (4.0) | | | | | | | U60519_at > -30: 0 (31.0) | | | | | L43579_s_at > 862: 1 (6.0) | | | | L20433_at > -93.854763: 1 (11.0) | | HG3111-HT3287_at > 51.310745: 0 (14.0) S66541_s_at > 2529.742728: 0 (16.0) Number of Leaves : 10 Size of the tree : 19 J48 pruned tree ------------------ U48250_at <= 770.290108 | U38896_at <= -548.044722: 1 (8.0) | U38896_at > -548.044722 | | U60519_at <= 139 | | | J05582_s_at <= 262 | | | | U28963_at <= 419 | | | | | L13923_at <= 638.600517: 1 (14.0) | | | | | L13923_at > 638.600517: 0 (3.0) | | | | U28963_at > 419 | | | | | K03192_f_at <= 6.32288: 1 (5.0) | | | | | K03192_f_at > 6.32288 | | | | | | L21715_at <= 49 | | | | | | | M63589_at <= 354.412791: 0 (40.0) | | | | | | | M63589_at > 354.412791: 1 (3.0/1.0) | | | | | | L21715_at > 49: 1 (3.0) | | | J05582_s_at > 262: 1 (12.0) | | U60519_at > 139: 0 (20.0) U48250_at > 770.290108: 1 (12.0) Number of Leaves : 10 Size of the tree : 19 J48 pruned tree ------------------ D87953_at <= 388.349428: 1 (14.0) D87953_at > 388.349428 | U37673_at <= -130: 1 (9.0) | U37673_at > -130 | | X14787_at <= -97.392194: 1 (8.0) | | X14787_at > -97.392194 | | | M12036_at <= 90 | | | | L10333_s_at <= 585 | | | | | U28758_s_at <= -106: 0 (4.0) | | | | | U28758_s_at > -106: 1 (9.0) | | | | L10333_s_at > 585 | | | | | U77970_at <= -387.279806 | | | | | | D13645_at <= -69.086917: 0 (9.0) | | | | | | D13645_at > -69.086917: 1 (8.0) | | | | | U77970_at > -387.279806: 0 (53.0) | | | M12036_at > 90: 1 (6.0) Number of Leaves : 9 Size of the tree : 17 J48 pruned tree ------------------ S73149_at <= 328.093066 | X68985_s_at <= 6: 0 (2.0) | X68985_s_at > 6: 1 (19.0) S73149_at > 328.093066 | M14123_xpt3_at <= 148.963381 | | X92720_at <= 76: 1 (7.0) | | X92720_at > 76 | | | L19686_rna1_at <= 5993 | | | | M20902_at <= 110: 1 (4.0) | | | | M20902_at > 110 | | | | | U19765_at <= 398 | | | | | | D13631_s_at <= 418.360074 | | | | | | | U63743_at <= 792.514743: 0 (60.0) | | | | | | | U63743_at > 792.514743 | | | | | | | | AFFX-BioB-3_at <= 58.564532: 0 (2.0) | | | | | | | | AFFX-BioB-3_at > 58.564532: 1 (2.0) | | | | | | D13631_s_at > 418.360074: 1 (4.0/1.0) | | | | | U19765_at > 398 | | | | | | M87507_s_at <= 2.093432: 1 (5.0) | | | | | | M87507_s_at > 2.093432: 0 (2.0) | | | L19686_rna1_at > 5993: 1 (5.0) | M14123_xpt3_at > 148.963381: 1 (8.0) Number of Leaves : 12 Size of the tree : 23 J48 pruned tree ------------------ HG270-HT270_at <= -13 | U79256_at <= 226.957167 | | AC002073_cds1_at <= 152.655623 | | | L40396_at <= -82: 1 (5.0) | | | L40396_at > -82 | | | | U48251_at <= 165.660149 | | | | | U11037_at <= 114.995008: 1 (13.0) | | | | | U11037_at > 114.995008 | | | | | | S71824_at <= 420: 1 (5.0) | | | | | | S71824_at > 420: 0 (18.0) | | | | U48251_at > 165.660149 | | | | | D13900_at <= 769: 1 (4.0/1.0) | | | | | D13900_at > 769: 0 (54.0/1.0) | | AC002073_cds1_at > 152.655623: 1 (6.0) | U79256_at > 226.957167: 1 (7.0) HG270-HT270_at > -13: 1 (8.0) Number of Leaves : 9 Size of the tree : 17 J48 pruned tree ------------------ L11373_at <= 666: 1 (8.0) L11373_at > 666 | HG4322-HT4592_at <= -2535.377882: 1 (7.0) | HG4322-HT4592_at > -2535.377882 | | M14123_xpt3_at <= 183.117637 | | | M88282_at <= 218 | | | | D17793_at <= 74.30802 | | | | | M34181_at <= 79: 1 (7.0) | | | | | M34181_at > 79 | | | | | | L20320_at <= 297.665072 | | | | | | | X96753_at <= -15: 0 (30.0) | | | | | | | X96753_at > -15 | | | | | | | | M93284_at <= 127.881911: 1 (8.0) | | | | | | | | M93284_at > 127.881911: 0 (8.0) | | | | | | L20320_at > 297.665072: 1 (5.0) | | | | D17793_at > 74.30802: 0 (36.0) | | | M88282_at > 218: 1 (5.0) | | M14123_xpt3_at > 183.117637: 1 (6.0) Number of Leaves : 10 Size of the tree : 19 Number of classifier in the ensemble: 15