AttributeSelectedClassifier: === Attribute Selection on all input data === Search Method: Best first. Start set: no attributes Search direction: forward Stale search after 5 node expansions Total number of subsets evaluated: 1790749 Merit of best subset found: 0.713 Attribute Subset Evaluator (supervised, Class (nominal): 10936 Tissue): CFS Subset Evaluator Including locally predictive attributes Selected attributes: 38,86,126,163,184,225,340,390,678,700,1003,1063,1070,1086,1098,1180,1288,1376,1389,1451,1537,1557,1669,1683,1857,1858,1871,1889,1994,2034,2131,2145,2244,2273,2311,2386,2466,2467,2549,2586,2612,2697,2729,2776,2785,2786,2795,2814,2823,2827,2861,2939,2947,3004,3013,3065,3070,3127,3148,3206,3211,3229,3247,3261,3263,3264,3312,3321,3329,3418,3423,3435,3437,3555,3598,3725,3820,3900,3941,4087,4101,4129,4174,4226,4295,4345,4415,4428,4463,4499,4604,4664,4673,4870,4882,5037,5058,5109,5114,5115,5121,5179,5229,5316,5347,5424,5435,5463,5550,5561,5585,5627,5664,5676,5708,5729,5740,5785,5815,5853,5893,6007,6008,6013,6066,6076,6135,6175,6326,6569,6571,6876,6901,6940,6941,7016,7019,7055,7070,7128,7140,7141,7252,7311,7592,7657,7739,7802,7836,7875,7884,8000,8037,8052,8110,8156,8189,8224,8319,8341,8387,8451,8455,8514,8522,8532,8574,8599,8662,8739,8740,8913,8962,8972,8980,9000,9068,9110,9135,9216,9217,9301,9340,9363,9416,9441,9536,9558,9601,9612,9621,9627,9696,9698,9708,9724,9760,9807,9887,9938,9942,9956,10007,10038,10125,10292,10383,10438,10443,10524,10543,10569,10606,10635,10797 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210150_s_at 210624_s_at 210929_s_at 210972_x_at 211779_x_at 211858_x_at 212124_at 212154_at 212231_at 212239_at 212240_s_at 212249_at 212354_at 212454_x_at 212611_at 212660_at 212830_at 212854_x_at 212928_at 213122_at 213150_at 213228_at 213359_at 213462_at 213509_x_at 213594_x_at 213661_at 213695_at 213823_at 213894_at 214020_x_at 214135_at 214636_at 214651_s_at 214669_x_at 214909_s_at 214945_at 215359_x_at 215690_x_at 217073_x_at 217940_s_at 217942_at 218515_at 218580_x_at 218668_s_at 218669_at 218871_x_at 218877_s_at 219007_at 219059_s_at 219274_at 219329_s_at 219331_s_at 219873_at 220355_s_at 221952_x_at 222321_at 222512_at 222751_at 222871_at 223006_s_at 223015_at 223232_s_at 223318_s_at 223358_s_at 223631_s_at 223987_at 224325_at 224458_at 224663_s_at 224699_s_at 224765_at 224871_at 224880_at 224984_at 224998_at 225009_at 225084_at 225129_at 225256_at 225382_at 225383_at 225772_s_at 225880_at 225899_x_at 225922_at 225975_at 226140_s_at 226233_at 226292_at 226496_at 226499_at 226763_at 226856_at 226917_s_at 227077_at 227174_at 227533_at 227629_at 227819_at 227875_at 227948_at 227971_at 228280_at 228284_at 228335_at 228434_at 228601_at 228863_at 229400_at 229748_x_at 229782_at 229849_at 230264_s_at 230493_at 231766_s_at 233955_x_at 235391_at 236259_at 236417_at 238623_at 238850_at 239331_at 240385_at 241722_x_at 36499_at Header of reduced data: @relation 'AP_Ovary_Uterus.arff-weka.filters.unsupervised.attribute.Remove-V-R38,86,126,163,184,225,340,390,678,700,1003,1063,1070,1086,1098,1180,1288,1376,1389,1451,1537,1557,1669,1683,1857-1858,1871,1889,1994,2034,2131,2145,2244,2273,2311,2386,2466-2467,2549,2586,2612,2697,2729,2776,2785-2786,2795,2814,2823,2827,2861,2939,2947,3004,3013,3065,3070,3127,3148,3206,3211,3229,3247,3261,3263-3264,3312,3321,3329,3418,3423,3435,3437,3555,3598,3725,3820,3900,3941,4087,4101,4129,4174,4226,4295,4345,4415,4428,4463,4499,4604,4664,4673,4870,4882,5037,5058,5109,5114-5115,5121,5179,5229,5316,5347,5424,5435,5463,5550,5561,5585,5627,5664,5676,5708,5729,5740,5785,5815,5853,5893,6007-6008,6013,6066,6076,6135,6175,6326,6569,6571,6876,6901,6940-6941,7016,7019,7055,7070,7128,7140-7141,7252,7311,7592,7657,7739,7802,7836,7875,7884,8000,8037,8052,8110,8156,8189,8224,8319,8341,8387,8451,8455,8514,8522,8532,8574,8599,8662,8739-8740,8913,8962,8972,8980,9000,9068,9110,9135,9216-9217,9301,9340,9363,9416,9441,9536,9558,9601,9612,9621,9627,9696,9698,9708,9724,9760,9807,9887,9938,9942,9956,10007,10038,10125,10292,10383,10438,10443,10524,10543,10569,10606,10635,10797,10936' 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@attribute 229782_at numeric @attribute 229849_at numeric @attribute 230264_s_at numeric @attribute 230493_at numeric @attribute 231766_s_at numeric @attribute 233955_x_at numeric @attribute 235391_at numeric @attribute 236259_at numeric @attribute 236417_at numeric @attribute 238623_at numeric @attribute 238850_at numeric @attribute 239331_at numeric @attribute 240385_at numeric @attribute 241722_x_at numeric @attribute 36499_at numeric @attribute Tissue {Ovary,Uterus} @data Classifier Model Random forest of 100 trees, each constructed while considering 8 random features. Out of bag error: 0.0528