Decorate base classifiers: J48 pruned tree ------------------ GENE1602X <= -0.44 | GENE2426X <= 0.59 | | GENE3959X <= 0.33: FL (9.0) | | GENE3959X > 0.33: GCB (2.0) | GENE2426X > 0.59: CLL (11.0) GENE1602X > -0.44 | GENE563X <= -0.52 | | GENE3701X <= -1.2: RAT (6.0) | | GENE3701X > -1.2: RBB (5.0/1.0) | GENE563X > -0.52 | | GENE717X <= -0.5: ABB (10.0) | | GENE717X > -0.5 | | | GENE3678X <= -1.15: TCL (7.0/1.0) | | | GENE3678X > -1.15 | | | | GENE3330X <= 0.38 | | | | | GENE518X <= -0.22: GCL (2.0) | | | | | GENE518X > -0.22: ACL (22.0) | | | | GENE3330X > 0.38 | | | | | GENE2235X <= 0.22: GCL (20.0) | | | | | GENE2235X > 0.22: ACL (2.0/1.0) Number of Leaves : 11 Size of the tree : 21 J48 pruned tree ------------------ GENE616X <= -0.62 | GENE2432X <= 0.034008 | | GENE2584X <= -0.234611: NIL (3.0) | | GENE2584X > -0.234611: RAT (3.0) | GENE2432X > 0.034008 | | GENE2324X <= -0.004103: RBB (5.0) | | GENE2324X > -0.004103: CLL (12.12) GENE616X > -0.62 | GENE3763X <= -2.38 | | GENE2661X <= 0.425915: TCL (7.0/1.0) | | GENE2661X > 0.425915: RAT (7.0/1.0) | GENE3763X > -2.38 | | GENE1637X <= 0.233731 | | | GENE3967X <= -0.578137 | | | | GENE3261X <= -0.41: ABB (3.0/2.0) | | | | GENE3261X > -0.41: GCB (6.0) | | | GENE3967X > -0.578137 | | | | GENE3730X <= 0.94 | | | | | GENE3944X <= 2.353965 | | | | | | GENE981X <= -2.052292: NIL (3.0/1.0) | | | | | | GENE981X > -2.052292 | | | | | | | GENE3235X <= 0.652855 | | | | | | | | GENE159X <= 0.548566 | | | | | | | | | GENE3712X <= -0.154585: ABB (16.0/1.0) | | | | | | | | | GENE3712X > -0.154585 | | | | | | | | | | GENE277X <= 0.08088: FL (12.0) | | | | | | | | | | GENE277X > 0.08088: ABB (2.0/1.0) | | | | | | | | GENE159X > 0.548566 | | | | | | | | | GENE1933X <= -0.3: TCL (2.0) | | | | | | | | | GENE1933X > -0.3: CLL (2.88/1.0) | | | | | | | GENE3235X > 0.652855 | | | | | | | | GENE3043X <= -0.47 | | | | | | | | | GENE3384X <= 0.311438: CLL (3.0) | | | | | | | | | GENE3384X > 0.311438: FL (2.44) | | | | | | | | GENE3043X > -0.47: DLBCL (7.0) | | | | | GENE3944X > 2.353965: ACL (4.0) | | | | GENE3730X > 0.94 | | | | | GENE3144X <= 0.095254: NIL (3.0/1.0) | | | | | GENE3144X > 0.095254: RBB (2.0) | | GENE1637X > 0.233731 | | | GENE90X <= -0.584275 | | | | GENE3115X <= 0.329258: RAT (3.0) | | | | GENE3115X > 0.329258: TCL (3.0) | | | GENE90X > -0.584275 | | | | GENE1783X <= -0.67: DLBCL (2.0) | | | | GENE1783X > -0.67 | | | | | GENE3446X <= 1.23 | | | | | | GENE864X <= -0.87: RBB (2.0/1.0) | | | | | | GENE864X > -0.87 | | | | | | | GENE128X <= -0.857277: TCL (5.0/1.0) | | | | | | | GENE128X > -0.857277 | | | | | | | | GENE3660X <= 1.680075 | | | | | | | | | GENE1670X <= -0.144712 | | | | | | | | | | GENE3789X <= 0.17: GCB (7.0) | | | | | | | | | | GENE3789X > 0.17: ACL (2.54/1.54) | | | | | | | | | GENE1670X > -0.144712 | | | | | | | | | | GENE3811X <= 0.832669 | | | | | | | | | | | GENE1648X <= -0.054064: GCB (3.0) | | | | | | | | | | | GENE1648X > -0.054064 | | | | | | | | | | | | GENE763X <= 0.21 | | | | | | | | | | | | | GENE377X <= 0.38 | | | | | | | | | | | | | | GENE915X <= 1.104185: GCL (28.0) | | | | | | | | | | | | | | GENE915X > 1.104185: ACL (2.0) | | | | | | | | | | | | | GENE377X > 0.38: ACL (9.0/1.0) | | | | | | | | | | | | GENE763X > 0.21: ACL (12.0) | | | | | | | | | | GENE3811X > 0.832669: NIL (3.0) | | | | | | | | GENE3660X > 1.680075: TCL (2.0) | | | | | GENE3446X > 1.23: FL (3.02) Number of Leaves : 35 Size of the tree : 69 J48 pruned tree ------------------ GENE2097X <= 1.038184 | GENE877X <= -1.64 | | GENE1551X <= 0.141269: DLBCL (3.0/2.0) | | GENE1551X > 0.141269: RAT (6.0) | GENE877X > -1.64 | | GENE2497X <= -0.546349 | | | GENE3518X <= -0.479191: ABB (8.0) | | | GENE3518X > -0.479191 | | | | GENE1933X <= -0.298664: DLBCL (2.0/1.0) | | | | GENE1933X > -0.298664: NIL (4.0) | | GENE2497X > -0.546349 | | | GENE2813X <= 0.692234 | | | | GENE3324X <= 2.238047 | | | | | GENE1449X <= -0.754603 | | | | | | GENE3884X <= -0.29: TCL (4.0) | | | | | | GENE3884X > -0.29: DLBCL (3.0) | | | | | GENE1449X > -0.754603 | | | | | | GENE3693X <= -2.428315: DLBCL (5.0/1.0) | | | | | | GENE3693X > -2.428315 | | | | | | | GENE1505X <= 1.690478 | | | | | | | | GENE1673X <= -0.927728 | | | | | | | | | GENE1879X <= -0.228966 | | | | | | | | | | GENE1932X <= 0.12: RAT (4.0) | | | | | | | | | | GENE1932X > 0.12: CLL (4.0/1.0) | | | | | | | | | GENE1879X > -0.228966 | | | | | | | | | | GENE1232X <= 0.32: FL (10.93) | | | | | | | | | | GENE1232X > 0.32: ABB (5.0) | | | | | | | | GENE1673X > -0.927728 | | | | | | | | | GENE608X <= -0.367923 | | | | | | | | | | GENE2584X <= 0.211775: NIL (4.0/1.0) | | | | | | | | | | GENE2584X > 0.211775 | | | | | | | | | | | GENE3814X <= 0.90737: CLL (3.0) | | | | | | | | | | | GENE3814X > 0.90737: TCL (3.0) | | | | | | | | | GENE608X > -0.367923 | | | | | | | | | | GENE725X <= -0.873399 | | | | | | | | | | | GENE75X <= 0.427495 | | | | | | | | | | | | GENE1932X <= 0: RAT (3.0) | | | | | | | | | | | | GENE1932X > 0: TCL (2.0) | | | | | | | | | | | GENE75X > 0.427495: NIL (3.0/2.0) | | | | | | | | | | GENE725X > -0.873399 | | | | | | | | | | | GENE3980X <= -0.6: RAT (2.0/1.0) | | | | | | | | | | | GENE3980X > -0.6 | | | | | | | | | | | | GENE2846X <= 0.92 | | | | | | | | | | | | | GENE64X <= -0.628121: CLL (2.0) | | | | | | | | | | | | | GENE64X > -0.628121 | | | | | | | | | | | | | | GENE3332X <= 2.184342 | | | | | | | | | | | | | | | GENE553X <= -0.503566 | | | | | | | | | | | | | | | | GENE1836X <= -0.467979: GCL (2.0) | | | | | | | | | | | | | | | | GENE1836X > -0.467979: FL (6.0) | | | | | | | | | | | | | | | GENE553X > -0.503566 | | | | | | | | | | | | | | | | GENE3939X <= -0.576397: GCL (8.22/1.22) | | | | | | | | | | | | | | | | GENE3939X > -0.576397 | | | | | | | | | | | | | | | | | GENE3364X <= 1.02: ACL (27.78) | | | | | | | | | | | | | | | | | GENE3364X > 1.02: GCL (2.0) | | | | | | | | | | | | | | GENE3332X > 2.184342: GCL (18.0) | | | | | | | | | | | | GENE2846X > 0.92: CLL (3.0) | | | | | | | GENE1505X > 1.690478 | | | | | | | | GENE2512X <= 0.23 | | | | | | | | | GENE1933X <= 0.03: DLBCL (2.0) | | | | | | | | | GENE1933X > 0.03: CLL (2.0) | | | | | | | | GENE2512X > 0.23: ABB (4.07/0.07) | | | | GENE3324X > 2.238047 | | | | | GENE3509X <= 0.389563 | | | | | | GENE3668X <= 0.09: GCB (3.0) | | | | | | GENE3668X > 0.09: FL (2.0) | | | | | GENE3509X > 0.389563: GCL (3.0/1.0) | | | GENE2813X > 0.692234 | | | | GENE3129X <= -0.06303: TCL (7.0) | | | | GENE3129X > -0.06303 | | | | | GENE1865X <= -0.04: GCB (2.0/1.0) | | | | | GENE1865X > -0.04: CLL (2.0) GENE2097X > 1.038184 | GENE2340X <= 0.561303 | | GENE3491X <= 0.54843: ACL (3.0/1.0) | | GENE3491X > 0.54843: RBB (4.0) | GENE2340X > 0.561303: CLL (10.0) Number of Leaves : 39 Size of the tree : 77 J48 pruned tree ------------------ GENE3768X <= -2.71 | GENE855X <= 0.11449: RAT (7.0/1.0) | GENE855X > 0.11449: TCL (7.0/1.0) GENE3768X > -2.71 | GENE2373X <= 1.32 | | GENE518X <= -0.765389 | | | GENE564X <= 0.04: FL (2.06/1.0) | | | GENE564X > 0.04: ABB (8.0) | | GENE518X > -0.765389 | | | GENE1607X <= -1.15 | | | | GENE3714X <= -0.1 | | | | | GENE1392X <= -0.149435: GCB (2.0) | | | | | GENE1392X > -0.149435 | | | | | | GENE1380X <= 0.18: ACL (2.0) | | | | | | GENE1380X > 0.18: ABB (3.0) | | | | GENE3714X > -0.1 | | | | | GENE3392X <= 0.089858 | | | | | | GENE1108X <= 0.07: DLBCL (4.0) | | | | | | GENE1108X > 0.07: RBB (5.0) | | | | | GENE3392X > 0.089858: FL (8.94/1.0) | | | GENE1607X > -1.15 | | | | GENE2741X <= 0.44 | | | | | GENE143X <= 0.55 | | | | | | GENE1205X <= 0.872688 | | | | | | | GENE3376X <= 0.781715 | | | | | | | | GENE721X <= -1.696277 | | | | | | | | | GENE3942X <= 0.178405: NIL (5.0) | | | | | | | | | GENE3942X > 0.178405: CLL (3.0) | | | | | | | | GENE721X > -1.696277 | | | | | | | | | GENE2579X <= 0.636999 | | | | | | | | | | GENE1231X <= 1.550643 | | | | | | | | | | | GENE655X <= -1.27 | | | | | | | | | | | | GENE1835X <= -0.33: RBB (2.0) | | | | | | | | | | | | GENE1835X > -0.33: NIL (3.0/1.0) | | | | | | | | | | | GENE655X > -1.27 | | | | | | | | | | | | GENE3574X <= -1.27: RBB (5.07/1.07) | | | | | | | | | | | | GENE3574X > -1.27 | | | | | | | | | | | | | GENE507X <= -0.630203: GCB (5.0/1.0) | | | | | | | | | | | | | GENE507X > -0.630203 | | | | | | | | | | | | | | GENE1618X <= -1.11: GCB (5.0/1.0) | | | | | | | | | | | | | | GENE1618X > -1.11 | | | | | | | | | | | | | | | GENE3314X <= -0.38: ACL (14.93) | | | | | | | | | | | | | | | GENE3314X > -0.38 | | | | | | | | | | | | | | | | GENE3922X <= -0.74: ACL (5.0) | | | | | | | | | | | | | | | | GENE3922X > -0.74 | | | | | | | | | | | | | | | | | GENE67X <= 0.54 | | | | | | | | | | | | | | | | | | GENE899X <= 0.611346: GCL (30.0) | | | | | | | | | | | | | | | | | | GENE899X > 0.611346: ACL (2.0/1.0) | | | | | | | | | | | | | | | | | GENE67X > 0.54: ACL (3.0) | | | | | | | | | | GENE1231X > 1.550643: CLL (4.0/1.0) | | | | | | | | | GENE2579X > 0.636999 | | | | | | | | | | GENE4011X <= 0.243625 | | | | | | | | | | | GENE1865X <= -0.146684: DLBCL (2.0) | | | | | | | | | | | GENE1865X > -0.146684: GCB (3.0) | | | | | | | | | | GENE4011X > 0.243625: CLL (4.0) | | | | | | | GENE3376X > 0.781715 | | | | | | | | GENE1835X <= -0.796751: RAT (2.0/1.0) | | | | | | | | GENE1835X > -0.796751: RBB (2.0) | | | | | | GENE1205X > 0.872688 | | | | | | | GENE1109X <= -0.93: NIL (5.0) | | | | | | | GENE1109X > -0.93 | | | | | | | | GENE1932X <= -0.084578: GCB (2.0/1.0) | | | | | | | | GENE1932X > -0.084578: ABB (2.0) | | | | | GENE143X > 0.55 | | | | | | GENE2674X <= -0.403767: ABB (4.0) | | | | | | GENE2674X > -0.403767 | | | | | | | GENE1835X <= -0.047726: GCL (2.0/1.0) | | | | | | | GENE1835X > -0.047726: TCL (2.0) | | | | GENE2741X > 0.44 | | | | | GENE3073X <= 0.16: TCL (5.0) | | | | | GENE3073X > 0.16: ACL (2.0/1.0) | GENE2373X > 1.32 | | GENE2082X <= 0.795726 | | | GENE3488X <= 0.152838: RAT (5.0/1.0) | | | GENE3488X > 0.152838: ABB (3.0/2.0) | | GENE2082X > 0.795726: CLL (11.0) Number of Leaves : 39 Size of the tree : 77 J48 pruned tree ------------------ GENE2324X <= 1.363219 | GENE2002X <= 0.656453 | | GENE3747X <= -1.621673 | | | GENE3333X <= -0.159401: TCL (6.0) | | | GENE3333X > -0.159401: DLBCL (4.0/1.0) | | GENE3747X > -1.621673 | | | GENE2403X <= 1.665241 | | | | GENE2497X <= -0.548673 | | | | | GENE4016X <= 0.144159: ABB (12.86) | | | | | GENE4016X > 0.144159 | | | | | | GENE3953X <= -0.298496: TCL (5.0/1.0) | | | | | | GENE3953X > -0.298496 | | | | | | | GENE1865X <= -0.56404: ACL (2.0/1.0) | | | | | | | GENE1865X > -0.56404: CLL (4.0) | | | | GENE2497X > -0.548673 | | | | | GENE560X <= -0.52224 | | | | | | GENE914X <= -0.02 | | | | | | | GENE3072X <= -0.120916: RAT (4.0) | | | | | | | GENE3072X > -0.120916 | | | | | | | | GENE1835X <= -0.27: GCB (2.0) | | | | | | | | GENE1835X > -0.27: RBB (2.0) | | | | | | GENE914X > -0.02 | | | | | | | GENE1107X <= 0.37: ABB (4.0) | | | | | | | GENE1107X > 0.37: DLBCL (3.0) | | | | | GENE560X > -0.52224 | | | | | | GENE1505X <= 1.48 | | | | | | | GENE742X <= -0.717738 | | | | | | | | GENE3073X <= -0.21: NIL (5.0) | | | | | | | | GENE3073X > -0.21 | | | | | | | | | GENE1835X <= -0.126524: DLBCL (3.0/1.0) | | | | | | | | | GENE1835X > -0.126524: GCB (3.0/1.0) | | | | | | | GENE742X > -0.717738 | | | | | | | | GENE537X <= -0.873632 | | | | | | | | | GENE1865X <= 0.42: GCB (3.0/1.0) | | | | | | | | | GENE1865X > 0.42: NIL (3.0/1.0) | | | | | | | | GENE537X > -0.873632 | | | | | | | | | GENE3393X <= 2.756461 | | | | | | | | | | GENE710X <= -1.268606: TCL (3.0) | | | | | | | | | | GENE710X > -1.268606 | | | | | | | | | | | GENE2447X <= 0.87723 | | | | | | | | | | | | GENE674X <= -1.13 | | | | | | | | | | | | | GENE0X <= -0.17: FL (2.0) | | | | | | | | | | | | | GENE0X > -0.17: RAT (2.0/1.0) | | | | | | | | | | | | GENE674X > -1.13 | | | | | | | | | | | | | GENE3327X <= 0.560796 | | | | | | | | | | | | | | GENE3708X <= -0.936163: GCL (3.0) | | | | | | | | | | | | | | GENE3708X > -0.936163: ACL (25.88) | | | | | | | | | | | | | GENE3327X > 0.560796 | | | | | | | | | | | | | | GENE1941X <= 0.431022: GCL (24.86/1.0) | | | | | | | | | | | | | | GENE1941X > 0.431022: ACL (2.85) | | | | | | | | | | | GENE2447X > 0.87723: RAT (3.0) | | | | | | | | | GENE3393X > 2.756461: GCB (3.0) | | | | | | GENE1505X > 1.48 | | | | | | | GENE3248X <= 0.273343 | | | | | | | | GENE3068X <= -0.229011: NIL (2.0) | | | | | | | | GENE3068X > -0.229011: ABB (2.86) | | | | | | | GENE3248X > 0.273343: CLL (2.0) | | | GENE2403X > 1.665241 | | | | GENE1337X <= -0.22: FL (13.14/1.14) | | | | GENE1337X > -0.22 | | | | | GENE592X <= -0.104515 | | | | | | GENE3004X <= -0.093531: CLL (3.0) | | | | | | GENE3004X > -0.093531: RBB (2.0) | | | | | GENE592X > -0.104515: TCL (2.54/0.54) | GENE2002X > 0.656453 | | GENE3702X <= -0.3: RAT (8.0) | | GENE3702X > -0.3 | | | GENE2287X <= 0.27 | | | | GENE1836X <= -0.097709: GCB (2.0) | | | | GENE1836X > -0.097709: CLL (3.0) | | | GENE2287X > 0.27: RBB (3.0) GENE2324X > 1.363219 | GENE3197X <= 0.22: CLL (11.0) | GENE3197X > 0.22: NIL (2.0/1.0) Number of Leaves : 38 Size of the tree : 75 J48 pruned tree ------------------ GENE546X <= -1.46 | GENE625X <= -0.64: CLL (11.0) | GENE625X > -0.64 | | GENE0X <= -0.200907: GCB (3.0) | | GENE0X > -0.200907: GCL (2.0/1.0) GENE546X > -1.46 | GENE275X <= 1.307562 | | GENE452X <= -0.306028 | | | GENE2495X <= -0.7: RBB (6.21/1.0) | | | GENE2495X > -0.7 | | | | GENE792X <= 0.48 | | | | | GENE692X <= 0.6 | | | | | | GENE264X <= -0.16 | | | | | | | GENE1991X <= 0.054958: FL (3.0) | | | | | | | GENE1991X > 0.054958: CLL (5.0) | | | | | | GENE264X > -0.16: RAT (13.0/1.0) | | | | | GENE692X > 0.6: DLBCL (4.0) | | | | GENE792X > 0.48: TCL (4.0) | | GENE452X > -0.306028 | | | GENE1244X <= 0.700488 | | | | GENE3589X <= -1.009629: DLBCL (5.04/0.04) | | | | GENE3589X > -1.009629 | | | | | GENE436X <= -1.033678 | | | | | | GENE3033X <= -0.076835: GCB (3.0/2.0) | | | | | | GENE3033X > -0.076835 | | | | | | | GENE0X <= 0.21: ABB (3.0) | | | | | | | GENE0X > 0.21: RAT (3.0) | | | | | GENE436X > -1.033678 | | | | | | GENE956X <= -0.603922 | | | | | | | GENE1885X <= -0.179479: RAT (2.0/1.0) | | | | | | | GENE1885X > -0.179479: RBB (3.79) | | | | | | GENE956X > -0.603922 | | | | | | | GENE3704X <= 1.168061 | | | | | | | | GENE472X <= -0.684101 | | | | | | | | | GENE3069X <= -0.732634: RAT (3.0/1.0) | | | | | | | | | GENE3069X > -0.732634: FL (3.0/1.0) | | | | | | | | GENE472X > -0.684101 | | | | | | | | | GENE2311X <= -1.16: ABB (2.0) | | | | | | | | | GENE2311X > -1.16 | | | | | | | | | | GENE572X <= -0.76: FL (4.0/1.0) | | | | | | | | | | GENE572X > -0.76 | | | | | | | | | | | GENE876X <= -1.17: NIL (4.0) | | | | | | | | | | | GENE876X > -1.17 | | | | | | | | | | | | GENE1199X <= -0.76: NIL (3.0/1.0) | | | | | | | | | | | | GENE1199X > -0.76 | | | | | | | | | | | | | GENE762X <= 1.19 | | | | | | | | | | | | | | GENE1609X <= -0.981805: GCB (6.09/0.09) | | | | | | | | | | | | | | GENE1609X > -0.981805 | | | | | | | | | | | | | | | GENE1357X <= -1.25: GCB (3.87/0.87) | | | | | | | | | | | | | | | GENE1357X > -1.25 | | | | | | | | | | | | | | | | GENE3355X <= 0.471112 | | | | | | | | | | | | | | | | | GENE3263X <= 0.38 | | | | | | | | | | | | | | | | | | GENE3726X <= -1.525912: GCL (2.0) | | | | | | | | | | | | | | | | | | GENE3726X > -1.525912: ACL (29.0) | | | | | | | | | | | | | | | | | GENE3263X > 0.38: GCL (6.0) | | | | | | | | | | | | | | | | GENE3355X > 0.471112: GCL (19.95/1.0) | | | | | | | | | | | | | GENE762X > 1.19: RBB (2.0) | | | | | | | GENE3704X > 1.168061: FL (9.0/1.0) | | | GENE1244X > 0.700488 | | | | GENE1087X <= -0.099244 | | | | | GENE1836X <= 0.060618: CLL (2.0) | | | | | GENE1836X > 0.060618: GCB (3.0/2.0) | | | | GENE1087X > -0.099244: ABB (10.0) | GENE275X > 1.307562 | | GENE3442X <= 0.4: TCL (7.0) | | GENE3442X > 0.4: NIL (2.05/1.05) Number of Leaves : 34 Size of the tree : 67 J48 pruned tree ------------------ GENE639X <= -1.17 | GENE2537X <= -0.31 | | GENE2538X <= -0.710152: RAT (3.0) | | GENE2538X > -0.710152: RBB (4.0/1.0) | GENE2537X > -0.31 | | GENE2371X <= 0.10436: FL (4.13/1.13) | | GENE2371X > 0.10436: CLL (14.0) GENE639X > -1.17 | GENE3704X <= 0.997561 | | GENE1172X <= 1.664839 | | | GENE226X <= -0.55 | | | | GENE3534X <= 0.11: NIL (6.0/1.0) | | | | GENE3534X > 0.11 | | | | | GENE2609X <= -0.15: FL (2.0) | | | | | GENE2609X > -0.15: RBB (3.0) | | | GENE226X > -0.55 | | | | GENE292X <= -0.626662 | | | | | GENE1050X <= 0.027523 | | | | | | GENE1930X <= 0.03: DLBCL (2.0) | | | | | | GENE1930X > 0.03: NIL (2.0) | | | | | GENE1050X > 0.027523: RAT (3.0) | | | | GENE292X > -0.626662 | | | | | GENE2822X <= 1.484855 | | | | | | GENE2528X <= 0.59353 | | | | | | | GENE3816X <= -1.49: DLBCL (4.0/1.0) | | | | | | | GENE3816X > -1.49 | | | | | | | | GENE468X <= 0.94 | | | | | | | | | GENE641X <= -0.732478 | | | | | | | | | | GENE3068X <= -0.15158: FL (4.0/1.0) | | | | | | | | | | GENE3068X > -0.15158: GCB (4.0) | | | | | | | | | GENE641X > -0.732478 | | | | | | | | | | GENE547X <= -0.738454 | | | | | | | | | | | GENE1930X <= 0.433624: TCL (3.0) | | | | | | | | | | | GENE1930X > 0.433624: RBB (2.0) | | | | | | | | | | GENE547X > -0.738454 | | | | | | | | | | | GENE3571X <= -0.68 | | | | | | | | | | | | GENE3129X <= 0.17: TCL (3.0) | | | | | | | | | | | | GENE3129X > 0.17: GCL (2.0/1.0) | | | | | | | | | | | GENE3571X > -0.68 | | | | | | | | | | | | GENE2186X <= 0.446515 | | | | | | | | | | | | | GENE2547X <= 0.8 | | | | | | | | | | | | | | GENE3985X <= 0.207851 | | | | | | | | | | | | | | | GENE3253X <= -0.48: ACL (5.0) | | | | | | | | | | | | | | | GENE3253X > -0.48 | | | | | | | | | | | | | | | | GENE446X <= 0.28: GCL (22.0) | | | | | | | | | | | | | | | | GENE446X > 0.28: ACL (4.0/1.0) | | | | | | | | | | | | | | GENE3985X > 0.207851: ACL (16.0) | | | | | | | | | | | | | GENE2547X > 0.8: GCB (2.0/1.0) | | | | | | | | | | | | GENE2186X > 0.446515 | | | | | | | | | | | | | GENE3503X <= -0.082685 | | | | | | | | | | | | | | GENE3129X <= 0.038529: GCL (3.0) | | | | | | | | | | | | | | GENE3129X > 0.038529: ABB (4.0) | | | | | | | | | | | | | GENE3503X > -0.082685: GCB (6.0) | | | | | | | | GENE468X > 0.94: FL (4.0/1.0) | | | | | | GENE2528X > 0.59353 | | | | | | | GENE3152X <= 0 | | | | | | | | GENE1297X <= 0.31: GCL (2.0) | | | | | | | | GENE1297X > 0.31: NIL (4.0) | | | | | | | GENE3152X > 0: DLBCL (5.0/1.0) | | | | | GENE2822X > 1.484855 | | | | | | GENE3098X <= 0.104902: TCL (6.0) | | | | | | GENE3098X > 0.104902: RAT (3.0/1.0) | | GENE1172X > 1.664839 | | | GENE2311X <= -0.465006: ABB (11.87) | | | GENE2311X > -0.465006 | | | | GENE3438X <= 0.11: DLBCL (4.0) | | | | GENE3438X > 0.11: GCL (4.0/1.0) | GENE3704X > 0.997561 | | GENE1611X <= -0.36 | | | GENE10X <= -0.15: DLBCL (3.0/2.0) | | | GENE10X > -0.15: FL (7.0) | | GENE1611X > -0.36 | | | GENE3215X <= 0.15: RAT (9.0) | | | GENE3215X > 0.15: ACL (2.0) Number of Leaves : 38 Size of the tree : 75 J48 pruned tree ------------------ GENE3678X <= -1.66 | GENE3077X <= 0.81: RAT (8.0) | GENE3077X > 0.81: TCL (3.0/1.0) GENE3678X > -1.66 | GENE653X <= -1.99 | | GENE2324X <= 0.870626: RBB (4.0/1.0) | | GENE2324X > 0.870626: CLL (10.0) | GENE653X > -1.99 | | GENE1062X <= -0.58831 | | | GENE518X <= 0.12 | | | | GENE52X <= 0.14: CLL (6.0) | | | | GENE52X > 0.14: ABB (11.0) | | | GENE518X > 0.12 | | | | GENE2206X <= 0.1: ACL (3.0/2.0) | | | | GENE2206X > 0.1 | | | | | GENE1865X <= -0.259454: DLBCL (2.0) | | | | | GENE1865X > -0.259454: NIL (3.0) | | GENE1062X > -0.58831 | | | GENE2299X <= -1.98 | | | | GENE1040X <= 0.226723: RBB (2.0) | | | | GENE1040X > 0.226723: TCL (4.0/1.0) | | | GENE2299X > -1.98 | | | | GENE3068X <= 1.085389 | | | | | GENE1220X <= 1.8 | | | | | | GENE2334X <= -0.805649 | | | | | | | GENE1058X <= 0.26: NIL (3.0/1.0) | | | | | | | GENE1058X > 0.26: TCL (4.0) | | | | | | GENE2334X > -0.805649 | | | | | | | GENE2114X <= -2.08: DLBCL (4.0) | | | | | | | GENE2114X > -2.08 | | | | | | | | GENE1201X <= -0.69: DLBCL (3.0) | | | | | | | | GENE1201X > -0.69 | | | | | | | | | GENE547X <= -0.797647 | | | | | | | | | | GENE3939X <= 0.080255 | | | | | | | | | | | GENE3067X <= 0.13: CLL (3.0) | | | | | | | | | | | GENE3067X > 0.13: RBB (2.0) | | | | | | | | | | GENE3939X > 0.080255: NIL (4.0/1.0) | | | | | | | | | GENE547X > -0.797647 | | | | | | | | | | GENE1306X <= 1.4 | | | | | | | | | | | GENE3452X <= -0.990407: TCL (2.0) | | | | | | | | | | | GENE3452X > -0.990407 | | | | | | | | | | | | GENE1120X <= 1.39 | | | | | | | | | | | | | GENE2186X <= 0.672853 | | | | | | | | | | | | | | GENE4023X <= 0.547584 | | | | | | | | | | | | | | | GENE2525X <= 0.55 | | | | | | | | | | | | | | | | GENE2120X <= 0.7 | | | | | | | | | | | | | | | | | GENE3330X <= 0.582253 | | | | | | | | | | | | | | | | | | GENE3434X <= -0.671281: GCL (5.0/1.0) | | | | | | | | | | | | | | | | | | GENE3434X > -0.671281: ACL (25.87/1.0) | | | | | | | | | | | | | | | | | GENE3330X > 0.582253: GCL (20.93/1.0) | | | | | | | | | | | | | | | | GENE2120X > 0.7: GCB (4.07/0.07) | | | | | | | | | | | | | | | GENE2525X > 0.55 | | | | | | | | | | | | | | | | GENE1013X <= -0.155287: GCL (2.13/1.13) | | | | | | | | | | | | | | | | GENE1013X > -0.155287: FL (6.0) | | | | | | | | | | | | | | GENE4023X > 0.547584 | | | | | | | | | | | | | | | GENE3068X <= 0.76: NIL (5.0) | | | | | | | | | | | | | | | GENE3068X > 0.76: ACL (2.0) | | | | | | | | | | | | | GENE2186X > 0.672853 | | | | | | | | | | | | | | GENE2872X <= 0.377341: GCB (3.0/1.0) | | | | | | | | | | | | | | GENE2872X > 0.377341 | | | | | | | | | | | | | | | GENE1865X <= 0.45: NIL (2.0) | | | | | | | | | | | | | | | GENE1865X > 0.45: RAT (3.0) | | | | | | | | | | | | GENE1120X > 1.39 | | | | | | | | | | | | | GENE1380X <= -0.059003: NIL (2.0) | | | | | | | | | | | | | GENE1380X > -0.059003: RBB (2.0) | | | | | | | | | | GENE1306X > 1.4: CLL (3.0/1.0) | | | | | GENE1220X > 1.8 | | | | | | GENE3073X <= 0.097908: CLL (4.0) | | | | | | GENE3073X > 0.097908: RAT (3.0) | | | | GENE3068X > 1.085389 | | | | | GENE2548X <= 0.182325 | | | | | | GENE3072X <= 0.14: GCB (4.0) | | | | | | GENE3072X > 0.14: DLBCL (3.0) | | | | | GENE2548X > 0.182325: FL (11.0/1.0) Number of Leaves : 38 Size of the tree : 75 J48 pruned tree ------------------ GENE877X <= -1.64: RAT (7.0) GENE877X > -1.64 | GENE1205X <= 0.913905 | | GENE2553X <= 0.821324 | | | GENE1673X <= -0.880695 | | | | GENE2431X <= -0.31686 | | | | | GENE3480X <= 0.049297 | | | | | | GENE1836X <= 0.05: DLBCL (2.0) | | | | | | GENE1836X > 0.05: ACL (2.0/1.0) | | | | | GENE3480X > 0.049297: GCB (3.0/1.0) | | | | GENE2431X > -0.31686 | | | | | GENE3909X <= -0.46726: CLL (8.0/1.0) | | | | | GENE3909X > -0.46726 | | | | | | GENE30X <= -0.06: FL (13.0) | | | | | | GENE30X > -0.06 | | | | | | | GENE1930X <= 0.03: ABB (2.0/1.0) | | | | | | | GENE1930X > 0.03: TCL (3.0) | | | GENE1673X > -0.880695 | | | | GENE744X <= -0.520593 | | | | | GENE1311X <= -1.116432 | | | | | | GENE1865X <= -0.08987: GCB (2.0) | | | | | | GENE1865X > -0.08987: ABB (3.0/1.0) | | | | | GENE1311X > -1.116432 | | | | | | GENE3545X <= -2.931691: CLL (5.0) | | | | | | GENE3545X > -2.931691 | | | | | | | GENE3502X <= 0.45 | | | | | | | | GENE1380X <= 0.031797: RAT (4.0) | | | | | | | | GENE1380X > 0.031797: NIL (4.0) | | | | | | | GENE3502X > 0.45: RBB (5.0) | | | | GENE744X > -0.520593 | | | | | GENE838X <= 0.77 | | | | | | GENE840X <= -0.82: RBB (4.0/1.0) | | | | | | GENE840X > -0.82 | | | | | | | GENE420X <= -0.61788 | | | | | | | | GENE1021X <= 0.36: RBB (3.0/1.0) | | | | | | | | GENE1021X > 0.36: GCB (3.0/2.0) | | | | | | | GENE420X > -0.61788 | | | | | | | | GENE783X <= 1.26 | | | | | | | | | GENE2483X <= 0.73 | | | | | | | | | | GENE158X <= -0.516272: NIL (2.0) | | | | | | | | | | GENE158X > -0.516272 | | | | | | | | | | | GENE2548X <= 0.4 | | | | | | | | | | | | GENE632X <= -1.25: GCB (3.0) | | | | | | | | | | | | GENE632X > -1.25 | | | | | | | | | | | | | GENE885X <= -0.488908 | | | | | | | | | | | | | | GENE1836X <= 0: GCL (2.0/1.0) | | | | | | | | | | | | | | GENE1836X > 0: DLBCL (3.0) | | | | | | | | | | | | | GENE885X > -0.488908 | | | | | | | | | | | | | | GENE3330X <= 0.623892 | | | | | | | | | | | | | | | GENE1069X <= 0.275703: ACL (26.0) | | | | | | | | | | | | | | | GENE1069X > 0.275703: GCL (5.0/1.0) | | | | | | | | | | | | | | GENE3330X > 0.623892: GCL (24.0/1.0) | | | | | | | | | | | GENE2548X > 0.4 | | | | | | | | | | | | GENE3807X <= 0.118236: DLBCL (5.0) | | | | | | | | | | | | GENE3807X > 0.118236: GCB (3.0) | | | | | | | | | GENE2483X > 0.73 | | | | | | | | | | GENE1836X <= -0.17: TCL (2.0) | | | | | | | | | | GENE1836X > -0.17: NIL (2.0) | | | | | | | | GENE783X > 1.26: TCL (4.0) | | | | | GENE838X > 0.77 | | | | | | GENE2477X <= 0.15: ABB (3.0) | | | | | | GENE2477X > 0.15: DLBCL (2.0) | | GENE2553X > 0.821324 | | | GENE794X <= -0.02: CLL (13.0) | | | GENE794X > -0.02 | | | | GENE3441X <= -0.122917: RAT (4.0) | | | | GENE3441X > -0.122917 | | | | | GENE1933X <= -0.24: TCL (3.0/1.0) | | | | | GENE1933X > -0.24: ABB (2.0) | GENE1205X > 0.913905 | | GENE3406X <= 0: RAT (3.0/1.0) | | GENE3406X > 0: ABB (8.0) Number of Leaves : 37 Size of the tree : 73 J48 pruned tree ------------------ GENE574X <= -0.97 | GENE1873X <= 0.571753: RAT (8.0) | GENE1873X > 0.571753: NIL (3.0/1.0) GENE574X > -0.97 | GENE1062X <= -0.899917 | | GENE3991X <= -0.388329: RBB (3.0/1.0) | | GENE3991X > -0.388329: ABB (9.0) | GENE1062X > -0.899917 | | GENE1707X <= -1.207827 | | | GENE3776X <= -0.439248: TCL (10.0) | | | GENE3776X > -0.439248 | | | | GENE1933X <= -0.03: GCL (2.0/1.0) | | | | GENE1933X > -0.03: CLL (3.0/1.0) | | GENE1707X > -1.207827 | | | GENE2251X <= 1.02 | | | | GENE2478X <= 0.82 | | | | | GENE811X <= 1.210016 | | | | | | GENE653X <= -0.903824 | | | | | | | GENE1246X <= 0.18 | | | | | | | | GENE3348X <= -0.162745 | | | | | | | | | GENE1888X <= 0.243838: CLL (5.0) | | | | | | | | | GENE1888X > 0.243838: NIL (4.0) | | | | | | | | GENE3348X > -0.162745 | | | | | | | | | GENE3729X <= 0.07: GCL (3.0/2.0) | | | | | | | | | GENE3729X > 0.07: FL (11.0) | | | | | | | GENE1246X > 0.18 | | | | | | | | GENE3720X <= 0.58: RBB (8.0) | | | | | | | | GENE3720X > 0.58: DLBCL (3.0/1.0) | | | | | | GENE653X > -0.903824 | | | | | | | GENE527X <= -1.836932: DLBCL (5.0/1.0) | | | | | | | GENE527X > -1.836932 | | | | | | | | GENE1734X <= -0.62868 | | | | | | | | | GENE2428X <= 0.52 | | | | | | | | | | GENE3086X <= 0.02: ABB (4.0/1.0) | | | | | | | | | | GENE3086X > 0.02 | | | | | | | | | | | GENE1835X <= -0.017064: RBB (2.0) | | | | | | | | | | | GENE1835X > -0.017064: GCB (2.0) | | | | | | | | | GENE2428X > 0.52 | | | | | | | | | | GENE2584X <= -0.029: CLL (4.0) | | | | | | | | | | GENE2584X > -0.029: FL (3.0) | | | | | | | | GENE1734X > -0.62868 | | | | | | | | | GENE1637X <= -1.26 | | | | | | | | | | GENE1835X <= -0.676781: GCL (2.0/1.0) | | | | | | | | | | GENE1835X > -0.676781: FL (4.0) | | | | | | | | | GENE1637X > -1.26 | | | | | | | | | | GENE1753X <= -1.17: NIL (4.0) | | | | | | | | | | GENE1753X > -1.17 | | | | | | | | | | | GENE3934X <= 1.21 | | | | | | | | | | | | GENE2006X <= -1.229663: ABB (4.0) | | | | | | | | | | | | GENE2006X > -1.229663 | | | | | | | | | | | | | GENE2522X <= 0.637912 | | | | | | | | | | | | | | GENE3355X <= 0.474295 | | | | | | | | | | | | | | | GENE3263X <= 0.406196: ACL (26.0/1.0) | | | | | | | | | | | | | | | GENE3263X > 0.406196: GCL (9.0) | | | | | | | | | | | | | | GENE3355X > 0.474295: GCL (17.0) | | | | | | | | | | | | | GENE2522X > 0.637912 | | | | | | | | | | | | | | GENE1836X <= -0.00967: ABB (3.0/1.0) | | | | | | | | | | | | | | GENE1836X > -0.00967: TCL (3.0) | | | | | | | | | | | GENE3934X > 1.21: NIL (2.0) | | | | | GENE811X > 1.210016 | | | | | | GENE1865X <= 0.055551: RAT (3.0) | | | | | | GENE1865X > 0.055551: ACL (2.0/1.0) | | | | GENE2478X > 0.82 | | | | | GENE565X <= 0.137041 | | | | | | GENE1843X <= 0.18: RAT (3.0) | | | | | | GENE1843X > 0.18: CLL (3.0/1.0) | | | | | GENE565X > 0.137041 | | | | | | GENE3668X <= -1.232394: TCL (2.0) | | | | | | GENE3668X > -1.232394: GCB (4.0) | | | GENE2251X > 1.02: CLL (9.0/1.0) Number of Leaves : 36 Size of the tree : 71 J48 pruned tree ------------------ GENE472X <= -1.00637 | GENE3280X <= -0.37: RAT (8.0) | GENE3280X > -0.37 | | GENE3165X <= -0.347483: GCB (3.0/1.0) | | GENE3165X > -0.347483: DLBCL (3.0) GENE472X > -1.00637 | GENE3758X <= -1.949759 | | GENE3834X <= 0.5: TCL (6.0) | | GENE3834X > 0.5: ABB (3.0/2.0) | GENE3758X > -1.949759 | | GENE781X <= -0.76 | | | GENE3526X <= -0.171058: GCB (2.0/1.0) | | | GENE3526X > -0.171058: CLL (9.0) | | GENE781X > -0.76 | | | GENE380X <= -0.764705 | | | | GENE1865X <= -0.47: CLL (2.04/0.04) | | | | GENE1865X > -0.47: TCL (4.0) | | | GENE380X > -0.764705 | | | | GENE843X <= -1.114684 | | | | | GENE1140X <= -0.086171 | | | | | | GENE1930X <= -0.04: TCL (2.0) | | | | | | GENE1930X > -0.04: RAT (2.0/1.0) | | | | | GENE1140X > -0.086171: RBB (3.05/0.05) | | | | GENE843X > -1.114684 | | | | | GENE438X <= -0.864969 | | | | | | GENE1087X <= -0.453801: DLBCL (2.06/0.06) | | | | | | GENE1087X > -0.453801: ABB (7.0) | | | | | GENE438X > -0.864969 | | | | | | GENE880X <= 1.1 | | | | | | | GENE286X <= 0.634141 | | | | | | | | GENE224X <= -0.91 | | | | | | | | | GENE3709X <= 0.196924: ABB (2.0) | | | | | | | | | GENE3709X > 0.196924: CLL (3.0) | | | | | | | | GENE224X > -0.91 | | | | | | | | | GENE588X <= -0.741402 | | | | | | | | | | GENE2040X <= 0.300935 | | | | | | | | | | | GENE1865X <= -0.55: DLBCL (3.0) | | | | | | | | | | | GENE1865X > -0.55: RBB (3.0/1.0) | | | | | | | | | | GENE2040X > 0.300935: FL (9.0) | | | | | | | | | GENE588X > -0.741402 | | | | | | | | | | GENE759X <= -1.091819: RAT (2.0) | | | | | | | | | | GENE759X > -1.091819 | | | | | | | | | | | GENE211X <= -0.90155: DLBCL (3.0/1.0) | | | | | | | | | | | GENE211X > -0.90155 | | | | | | | | | | | | GENE1603X <= -1.025704 | | | | | | | | | | | | | GENE3398X <= -0.197892: RBB (3.0/1.0) | | | | | | | | | | | | | GENE3398X > -0.197892: GCB (6.0) | | | | | | | | | | | | GENE1603X > -1.025704 | | | | | | | | | | | | | GENE3972X <= -0.78: RBB (3.0/1.0) | | | | | | | | | | | | | GENE3972X > -0.78 | | | | | | | | | | | | | | GENE687X <= -1.404891: GCB (3.0) | | | | | | | | | | | | | | GENE687X > -1.404891 | | | | | | | | | | | | | | | GENE1065X <= -0.75: GCB (3.0/1.0) | | | | | | | | | | | | | | | GENE1065X > -0.75 | | | | | | | | | | | | | | | | GENE532X <= -1.281156: FL (3.0) | | | | | | | | | | | | | | | | GENE532X > -1.281156 | | | | | | | | | | | | | | | | | GENE1679X <= 1.777001 | | | | | | | | | | | | | | | | | | GENE2061X <= 0.41 | | | | | | | | | | | | | | | | | | | GENE541X <= -0.84445 | | | | | | | | | | | | | | | | | | | | GENE1865X <= 0.170106: CLL (5.0) | | | | | | | | | | | | | | | | | | | | GENE1865X > 0.170106: GCL (2.0) | | | | | | | | | | | | | | | | | | | GENE541X > -0.84445 | | | | | | | | | | | | | | | | | | | | GENE3330X <= 0.607974 | | | | | | | | | | | | | | | | | | | | | GENE3338X <= 0.228781: ACL (23.0) | | | | | | | | | | | | | | | | | | | | | GENE3338X > 0.228781 | | | | | | | | | | | | | | | | | | | | | | GENE2790X <= -0.445567: ACL (2.0) | | | | | | | | | | | | | | | | | | | | | | GENE2790X > -0.445567: GCL (7.0) | | | | | | | | | | | | | | | | | | | | GENE3330X > 0.607974 | | | | | | | | | | | | | | | | | | | | | GENE2313X <= 0.504642: GCL (22.89) | | | | | | | | | | | | | | | | | | | | | GENE2313X > 0.504642: ACL (2.0/1.0) | | | | | | | | | | | | | | | | | | GENE2061X > 0.41 | | | | | | | | | | | | | | | | | | | GENE311X <= 0.066209: CLL (4.0) | | | | | | | | | | | | | | | | | | | GENE311X > 0.066209: FL (3.0/1.0) | | | | | | | | | | | | | | | | | GENE1679X > 1.777001: NIL (3.0/1.0) | | | | | | | GENE286X > 0.634141 | | | | | | | | GENE737X <= -0.084697: ABB (5.0) | | | | | | | | GENE737X > -0.084697: ACL (6.0) | | | | | | GENE880X > 1.1: ABB (4.96) Number of Leaves : 40 Size of the tree : 79 J48 pruned tree ------------------ GENE1319X <= -0.700338 | GENE1104X <= 0.26738 | | GENE643X <= -1.7: RBB (3.0/1.0) | | GENE643X > -1.7: GCB (6.0) | GENE1104X > 0.26738: CLL (10.0) GENE1319X > -0.700338 | GENE3764X <= -2.23 | | GENE679X <= 0.746716: RAT (10.0) | | GENE679X > 0.746716 | | | GENE1010X <= -0.317992: NIL (3.0) | | | GENE1010X > -0.317992: TCL (6.0) | GENE3764X > -2.23 | | GENE2426X <= 1.00981 | | | GENE1602X <= -0.413504 | | | | GENE1359X <= 0.12 | | | | | GENE916X <= -0.16: GCB (6.0) | | | | | GENE916X > -0.16 | | | | | | GENE1835X <= 0.13: ABB (3.0/1.0) | | | | | | GENE1835X > 0.13: TCL (2.0) | | | | GENE1359X > 0.12 | | | | | GENE2740X <= -0.088204: CLL (3.0/1.0) | | | | | GENE2740X > -0.088204: FL (9.0) | | | GENE1602X > -0.413504 | | | | GENE716X <= -0.390976 | | | | | GENE1585X <= 0.508684 | | | | | | GENE2864X <= -0.52671: FL (4.0/1.0) | | | | | | GENE2864X > -0.52671 | | | | | | | GENE2292X <= -0.46: RAT (3.0) | | | | | | | GENE2292X > -0.46 | | | | | | | | GENE322X <= -0.55: DLBCL (2.0) | | | | | | | | GENE322X > -0.55 | | | | | | | | | GENE3790X <= 0.1 | | | | | | | | | | GENE946X <= 0.373372: ABB (15.32) | | | | | | | | | | GENE946X > 0.373372: RBB (2.0) | | | | | | | | | GENE3790X > 0.1: RBB (8.0) | | | | | GENE1585X > 0.508684 | | | | | | GENE1865X <= -0.0874: GCB (2.0/1.0) | | | | | | GENE1865X > -0.0874: ACL (2.0) | | | | GENE716X > -0.390976 | | | | | GENE842X <= 0.62 | | | | | | GENE844X <= -0.63 | | | | | | | GENE3129X <= 0.197011 | | | | | | | | GENE1835X <= 0.07: TCL (2.0) | | | | | | | | GENE1835X > 0.07: RBB (2.0) | | | | | | | GENE3129X > 0.197011: RAT (2.68/0.68) | | | | | | GENE844X > -0.63 | | | | | | | GENE801X <= -0.525237 | | | | | | | | GENE1836X <= -0.066203: ABB (2.0/1.0) | | | | | | | | GENE1836X > -0.066203: FL (2.0) | | | | | | | GENE801X > -0.525237 | | | | | | | | GENE3452X <= -1.164214: ABB (2.0) | | | | | | | | GENE3452X > -1.164214 | | | | | | | | | GENE629X <= -0.74: NIL (5.0/1.0) | | | | | | | | | GENE629X > -0.74 | | | | | | | | | | GENE3330X <= 0.62475 | | | | | | | | | | | GENE2119X <= 0.51: ACL (25.0/1.0) | | | | | | | | | | | GENE2119X > 0.51: GCL (4.0) | | | | | | | | | | GENE3330X > 0.62475: GCL (23.0/1.0) | | | | | GENE842X > 0.62 | | | | | | GENE3945X <= 0.231859 | | | | | | | GENE1933X <= -0.380056: NIL (3.0/2.0) | | | | | | | GENE1933X > -0.380056: DLBCL (3.0) | | | | | | GENE3945X > 0.231859 | | | | | | | GENE1835X <= -0.13: CLL (3.0) | | | | | | | GENE1835X > -0.13: TCL (4.0) | | GENE2426X > 1.00981 | | | GENE2364X <= 1.34273 | | | | GENE1930X <= 0.03: RAT (2.0) | | | | GENE1930X > 0.03: DLBCL (4.0) | | | GENE2364X > 1.34273: CLL (4.0) Number of Leaves : 36 Size of the tree : 71 J48 pruned tree ------------------ GENE779X <= -1.25 | GENE2181X <= -0.049414: GCL (2.0/1.0) | GENE2181X > -0.049414: CLL (10.0) GENE779X > -1.25 | GENE324X <= 0.717365 | | GENE3679X <= -1.082812 | | | GENE741X <= 0.3 | | | | GENE2636X <= -0.053342 | | | | | GENE3116X <= 0.28: CLL (3.0/1.0) | | | | | GENE3116X > 0.28: NIL (3.0) | | | | GENE2636X > -0.053342: RAT (9.0) | | | GENE741X > 0.3 | | | | GENE1676X <= -0.66: TCL (3.0) | | | | GENE1676X > -0.66: DLBCL (6.0/1.0) | | GENE3679X > -1.082812 | | | GENE2310X <= 0.975131 | | | | GENE1572X <= -1.355106 | | | | | GENE225X <= 0.07: FL (3.0) | | | | | GENE225X > 0.07: NIL (4.0/1.0) | | | | GENE1572X > -1.355106 | | | | | GENE890X <= -0.873261 | | | | | | GENE2023X <= 0.27 | | | | | | | GENE773X <= -0.44: FL (3.0) | | | | | | | GENE773X > -0.44: ACL (3.0/2.0) | | | | | | GENE2023X > 0.27: CLL (5.0/1.0) | | | | | GENE890X > -0.873261 | | | | | | GENE3031X <= -0.8 | | | | | | | GENE1835X <= 0.07: NIL (2.0) | | | | | | | GENE1835X > 0.07: TCL (3.0) | | | | | | GENE3031X > -0.8 | | | | | | | GENE711X <= -0.338217 | | | | | | | | GENE1607X <= 1.35 | | | | | | | | | GENE1019X <= 0.39 | | | | | | | | | | GENE1419X <= -0.846443: GCB (2.0/1.0) | | | | | | | | | | GENE1419X > -0.846443 | | | | | | | | | | | GENE135X <= -0.39: DLBCL (5.0/1.0) | | | | | | | | | | | GENE135X > -0.39 | | | | | | | | | | | | GENE573X <= -0.39: RBB (7.0) | | | | | | | | | | | | GENE573X > -0.39 | | | | | | | | | | | | | GENE2989X <= 0.718375: ABB (16.0) | | | | | | | | | | | | | GENE2989X > 0.718375: RBB (2.0) | | | | | | | | | GENE1019X > 0.39: GCL (2.0) | | | | | | | | GENE1607X > 1.35: CLL (3.0/1.0) | | | | | | | GENE711X > -0.338217 | | | | | | | | GENE1174X <= 1.61 | | | | | | | | | GENE3078X <= 0.695817 | | | | | | | | | | GENE2808X <= 0.726857 | | | | | | | | | | | GENE463X <= -1.12: ABB (3.0) | | | | | | | | | | | GENE463X > -1.12 | | | | | | | | | | | | GENE1633X <= -0.51 | | | | | | | | | | | | | GENE1930X <= -0.092969: ACL (2.0/1.0) | | | | | | | | | | | | | GENE1930X > -0.092969: TCL (3.0) | | | | | | | | | | | | GENE1633X > -0.51 | | | | | | | | | | | | | GENE1753X <= -0.748955: CLL (5.0/1.0) | | | | | | | | | | | | | GENE1753X > -0.748955 | | | | | | | | | | | | | | GENE3967X <= 0.15 | | | | | | | | | | | | | | | GENE3258X <= -0.93: ACL (3.0) | | | | | | | | | | | | | | | GENE3258X > -0.93: GCL (23.0) | | | | | | | | | | | | | | GENE3967X > 0.15: ACL (18.0/1.0) | | | | | | | | | | GENE2808X > 0.726857: RBB (5.0/1.0) | | | | | | | | | GENE3078X > 0.695817: NIL (3.0/1.0) | | | | | | | | GENE1174X > 1.61 | | | | | | | | | GENE1933X <= -0.1: DLBCL (2.0) | | | | | | | | | GENE1933X > -0.1: NIL (3.0) | | | GENE2310X > 0.975131 | | | | GENE1590X <= -0.18 | | | | | GENE1835X <= -0.055268: NIL (2.0/1.0) | | | | | GENE1835X > -0.055268: GCB (2.0) | | | | GENE1590X > -0.18: FL (11.0) | GENE324X > 0.717365 | | GENE3073X <= -0.31: TCL (5.0) | | GENE3073X > -0.31: RAT (6.0) Number of Leaves : 37 Size of the tree : 73 J48 pruned tree ------------------ GENE3588X <= -0.859641 | GENE3874X <= 0.012271: RAT (8.0) | GENE3874X > 0.012271 | | GENE3991X <= -0.15: ACL (2.0/1.0) | | GENE3991X > -0.15: ABB (3.0/1.0) GENE3588X > -0.859641 | GENE3699X <= 1.87 | | GENE639X <= -1.43 | | | GENE2153X <= -0.07927: TCL (2.0/1.0) | | | GENE2153X > -0.07927: CLL (11.0) | | GENE639X > -1.43 | | | GENE3685X <= -3.12: TCL (8.1/1.1) | | | GENE3685X > -3.12 | | | | GENE1062X <= -0.768802 | | | | | GENE2301X <= 0.18 | | | | | | GENE3385X <= -1.229492: RBB (3.0/1.0) | | | | | | GENE3385X > -1.229492: DLBCL (5.0) | | | | | GENE2301X > 0.18: ABB (8.0) | | | | GENE1062X > -0.768802 | | | | | GENE35X <= 0.62 | | | | | | GENE1673X <= -0.83 | | | | | | | GENE113X <= 0.620115 | | | | | | | | GENE1621X <= -0.027958 | | | | | | | | | GENE1250X <= 0.282796: FL (13.0) | | | | | | | | | GENE1250X > 0.282796: RBB (5.0/1.0) | | | | | | | | GENE1621X > -0.027958: NIL (5.0) | | | | | | | GENE113X > 0.620115 | | | | | | | | GENE1836X <= 0.02: RAT (3.0/1.0) | | | | | | | | GENE1836X > 0.02: DLBCL (2.0) | | | | | | GENE1673X > -0.83 | | | | | | | GENE312X <= -0.831096 | | | | | | | | GENE3126X <= 0.28582: ABB (2.0) | | | | | | | | GENE3126X > 0.28582: RBB (2.04) | | | | | | | GENE312X > -0.831096 | | | | | | | | GENE763X <= -0.602656 | | | | | | | | | GENE2108X <= 0.04 | | | | | | | | | | GENE1865X <= -0.1: NIL (2.0) | | | | | | | | | | GENE1865X > -0.1: DLBCL (2.96/1.96) | | | | | | | | | GENE2108X > 0.04: CLL (7.0) | | | | | | | | GENE763X > -0.602656 | | | | | | | | | GENE2277X <= 0.7 | | | | | | | | | | GENE467X <= 1.24 | | | | | | | | | | | GENE271X <= 0.95 | | | | | | | | | | | | GENE675X <= -1.04 | | | | | | | | | | | | | GENE3886X <= -0.177748: TCL (5.0) | | | | | | | | | | | | | GENE3886X > -0.177748 | | | | | | | | | | | | | | GENE1865X <= 0.24: NIL (3.0/1.0) | | | | | | | | | | | | | | GENE1865X > 0.24: FL (2.0) | | | | | | | | | | | | GENE675X > -1.04 | | | | | | | | | | | | | GENE839X <= -0.65: RAT (3.0) | | | | | | | | | | | | | GENE839X > -0.65 | | | | | | | | | | | | | | GENE3709X <= 1.306591 | | | | | | | | | | | | | | | GENE3330X <= 0.575101 | | | | | | | | | | | | | | | | GENE1162X <= 1.148139: ACL (25.95/1.0) | | | | | | | | | | | | | | | | GENE1162X > 1.148139: GCL (3.0) | | | | | | | | | | | | | | | GENE3330X > 0.575101 | | | | | | | | | | | | | | | | GENE1296X <= 0.857918: GCL (22.91) | | | | | | | | | | | | | | | | GENE1296X > 0.857918: ACL (2.0) | | | | | | | | | | | | | | GENE3709X > 1.306591: NIL (2.0/1.0) | | | | | | | | | | | GENE271X > 0.95 | | | | | | | | | | | | GENE1835X <= 0.081445: NIL (4.0) | | | | | | | | | | | | GENE1835X > 0.081445: FL (2.0) | | | | | | | | | | GENE467X > 1.24: DLBCL (3.04/0.04) | | | | | | | | | GENE2277X > 0.7 | | | | | | | | | | GENE1928X <= 0.46 | | | | | | | | | | | GENE1933X <= -0.1: CLL (3.0) | | | | | | | | | | | GENE1933X > -0.1: RBB (3.0/1.0) | | | | | | | | | | GENE1928X > 0.46: NIL (3.0/2.0) | | | | | GENE35X > 0.62: DLBCL (5.0) | GENE3699X > 1.87 | | GENE3812X <= 0.540423: NIL (2.0/1.0) | | GENE3812X > 0.540423: GCB (4.0) Number of Leaves : 37 Size of the tree : 73 J48 pruned tree ------------------ GENE3768X <= -2.71 | GENE855X <= 0.081044: RAT (6.0) | GENE855X > 0.081044 | | GENE3518X <= -0.43: ABB (2.0) | | GENE3518X > -0.43: TCL (4.0) GENE3768X > -2.71 | GENE2324X <= 1.220179 | | GENE436X <= -1.164544 | | | GENE2396X <= 0.717239 | | | | GENE1836X <= 0.033432: FL (2.0) | | | | GENE1836X > 0.033432: RAT (2.0) | | | GENE2396X > 0.717239: ABB (5.0) | | GENE436X > -1.164544 | | | GENE2240X <= 0.798244 | | | | GENE1606X <= -1.089041 | | | | | GENE3500X <= -0.76: GCB (5.0/1.0) | | | | | GENE3500X > -0.76 | | | | | | GENE3759X <= -0.52: DLBCL (4.0) | | | | | | GENE3759X > -0.52 | | | | | | | GENE2588X <= -0.27: GCL (4.0) | | | | | | | GENE2588X > -0.27 | | | | | | | | GENE3879X <= -0.5: RBB (3.0) | | | | | | | | GENE3879X > -0.5: FL (13.0) | | | | GENE1606X > -1.089041 | | | | | GENE305X <= -0.578883 | | | | | | GENE3072X <= -0.1132: DLBCL (3.0) | | | | | | GENE3072X > -0.1132: CLL (4.0) | | | | | GENE305X > -0.578883 | | | | | | GENE519X <= -0.644389 | | | | | | | GENE3500X <= 0.233894 | | | | | | | | GENE1836X <= -0.091588: CLL (3.0/1.0) | | | | | | | | GENE1836X > -0.091588: NIL (2.0) | | | | | | | GENE3500X > 0.233894: TCL (6.0) | | | | | | GENE519X > -0.644389 | | | | | | | GENE211X <= -0.88 | | | | | | | | GENE1380X <= 0.30106: NIL (2.0) | | | | | | | | GENE1380X > 0.30106: FL (2.0) | | | | | | | GENE211X > -0.88 | | | | | | | | GENE1472X <= 2.06 | | | | | | | | | GENE2345X <= 1.18 | | | | | | | | | | GENE593X <= -0.42 | | | | | | | | | | | GENE3529X <= 0.057696 | | | | | | | | | | | | GENE1835X <= -0.27: DLBCL (3.0/1.0) | | | | | | | | | | | | GENE1835X > -0.27: ABB (3.0) | | | | | | | | | | | GENE3529X > 0.057696: GCB (10.0/1.0) | | | | | | | | | | GENE593X > -0.42 | | | | | | | | | | | GENE2871X <= 0.34 | | | | | | | | | | | | GENE1633X <= -0.47: GCB (4.0) | | | | | | | | | | | | GENE1633X > -0.47 | | | | | | | | | | | | | GENE401X <= -0.789629: DLBCL (2.0/1.0) | | | | | | | | | | | | | GENE401X > -0.789629 | | | | | | | | | | | | | | GENE3259X <= -0.578648: ACL (19.35/1.0) | | | | | | | | | | | | | | GENE3259X > -0.578648 | | | | | | | | | | | | | | | GENE3317X <= -0.95: ACL (7.0/1.0) | | | | | | | | | | | | | | | GENE3317X > -0.95 | | | | | | | | | | | | | | | | GENE3454X <= 0.437299: GCL (25.92) | | | | | | | | | | | | | | | | GENE3454X > 0.437299: ACL (2.65) | | | | | | | | | | | GENE2871X > 0.34 | | | | | | | | | | | | GENE3428X <= 0.64: DLBCL (4.0/1.0) | | | | | | | | | | | | GENE3428X > 0.64: ABB (6.0) | | | | | | | | | GENE2345X > 1.18 | | | | | | | | | | GENE1885X <= 0.35: RBB (3.08/0.08) | | | | | | | | | | GENE1885X > 0.35: NIL (4.0) | | | | | | | | GENE1472X > 2.06: TCL (4.0/1.0) | | | GENE2240X > 0.798244 | | | | GENE2324X <= -0.13: RBB (4.0) | | | | GENE2324X > -0.13 | | | | | GENE2122X <= 0.463678: TCL (2.0) | | | | | GENE2122X > 0.463678: CLL (3.0) | GENE2324X > 1.220179 | | GENE3497X <= 0.255228: GCB (3.0/2.0) | | GENE3497X > 0.255228: CLL (10.0) Number of Leaves : 37 Size of the tree : 73 Number of classifier in the ensemble: 15