atomictom · August 29, 2015 14:12
diff --git a/ionosphere-results.txt b/ionosphere-results.txt
 Predicting class g for instance [1.0,0.0,0.99539,-5.889e-2,0.85243,2.306e-2,0.83398,-0.37708,1.0,3.76e-2,0.85243,-0.17755,0.59755,-0.44945,0.60536,-0.38223,0.84356,-0.38542,0.58212,-0.32192,0.56971,-0.29674,0.36946,-0.47357,0.56811,-0.51171,0.41078,-0.46168,0.21266,-0.3409,0.42267,-0.54487,0.18641,-0.453], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,1.0,-0.18829,0.93035,-0.36156,-0.10868,-0.93597,1.0,-4.549e-2,0.50874,-0.67743,0.34432,-0.69707,-0.51685,-0.97515,5.499e-2,-0.62237,0.33109,-1.0,-0.13151,-0.453,-0.18056,-0.35734,-0.20332,-0.26569,-0.20468,-0.18401,-0.1904,-0.11593,-0.16626,-6.288e-2,-0.13738,-2.447e-2], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,-3.365e-2,1.0,4.85e-3,1.0,-0.12062,0.88965,1.198e-2,0.73082,5.346e-2,0.85443,8.27e-3,0.54591,2.99e-3,0.83775,-0.13644,0.75535,-8.54e-2,0.70887,-0.27502,0.43385,-0.12062,0.57528,-0.4022,0.58984,-0.22145,0.431,-0.17365,0.60436,-0.2418,0.56045,-0.38238], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,1.0,-0.45161,1.0,1.0,0.71216,-1.0,0.0,0.0,0.0,0.0,0.0,0.0,-1.0,0.14516,0.54094,-0.3933,-1.0,-0.54467,-0.69975,1.0,0.0,0.0,1.0,0.90695,0.51613,1.0,1.0,-0.20099,0.25682,1.0,-0.32382,1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,-2.401e-2,0.9414,6.531e-2,0.92106,-0.23255,0.77152,-0.16399,0.52798,-0.20275,0.56409,-7.12e-3,0.34395,-0.27457,0.5294,-0.2178,0.45107,-0.17813,5.982e-2,-0.35575,2.309e-2,-0.52879,3.286e-2,-0.65158,0.1329,-0.53206,2.431e-2,-0.62197,-5.707e-2,-0.59573,-4.608e-2,-0.65697], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,2.337e-2,-5.92e-3,-9.924e-2,-0.11949,-7.63e-3,-0.11824,0.14706,6.637e-2,3.786e-2,-6.302e-2,0.0,0.0,-4.572e-2,-0.1554,-3.43e-3,-0.10196,-0.11575,-5.414e-2,1.838e-2,3.669e-2,1.519e-2,8.88e-3,3.513e-2,-1.535e-2,-3.24e-2,9.223e-2,-7.859e-2,7.32e-3,0.0,0.0,-3.9e-4,0.12011], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.97588,-0.10602,0.94601,-0.208,0.92806,-0.2835,0.85996,-0.27342,0.79766,-0.47929,0.78225,-0.50764,0.74628,-0.61436,0.57945,-0.68086,0.37852,-0.73641,0.36324,-0.76562,0.31898,-0.79753,0.22792,-0.81634,0.13659,-0.8251,4.606e-2,-0.82395,-4.262e-2,-0.81318,-0.13832,-0.80975], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,0.0,0.0,0.0,0.0,1.0,-1.0,0.0,0.0,-1.0,-1.0,0.0,0.0,0.0,0.0,1.0,1.0,-1.0,-1.0,0.0,0.0,0.0,0.0,1.0,1.0,1.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.96355,-7.198e-2,1.0,-0.14333,1.0,-0.21313,1.0,-0.36174,0.9257,-0.43569,0.9451,-0.40668,0.90392,-0.46381,0.98305,-0.35257,0.84537,-0.6602,0.75346,-0.60589,0.69637,-0.64225,0.85106,-0.6544,0.57577,-0.69712,0.25435,-0.63919,0.45114,-0.72779,0.38895,-0.7342], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,-1.864e-2,-8.459e-2,0.0,0.0,0.0,0.0,0.1147,-0.2681,-0.45663,-0.38172,0.0,0.0,-0.33656,0.38602,-0.37133,0.15018,0.63728,0.22115,0.0,0.0,0.0,0.0,-0.14803,-1.326e-2,0.20645,-2.294e-2,0.0,0.0,0.16595,0.24086,-8.208e-2,0.38065], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,6.655e-2,1.0,-0.18388,1.0,-0.2732,1.0,-0.43107,1.0,-0.41349,0.96232,-0.51874,0.90711,-0.59017,0.8923,-0.66474,0.69876,-0.70997,0.70645,-0.7632,0.63081,-0.80544,0.55867,-0.89128,0.47211,-0.865,0.40303,-0.83675,0.30996,-0.89093,0.22995,-0.89158], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,1.0,-0.5421,1.0,-1.0,1.0,-1.0,1.0,0.36217,1.0,-0.41119,1.0,1.0,1.0,-1.0,1.0,-0.29354,1.0,-0.93599,1.0,1.0,1.0,1.0,1.0,-0.40888,1.0,-0.62745,1.0,-1.0,1.0,-1.0,1.0,-1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,-0.16316,1.0,-0.10169,0.99999,-0.15197,1.0,-0.19277,0.94055,-0.35151,0.95735,-0.29785,0.93719,-0.34412,0.94486,-0.28106,0.90137,-0.43383,0.86043,-0.47308,0.82987,-0.5122,0.8408,-0.47137,0.76224,-0.5837,0.65723,-0.68794,0.68714,-0.64537,0.64727,-0.67226], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,-0.86701,1.0,0.2228,0.85492,-0.39896,1.0,-0.1209,1.0,0.35147,1.0,7.772e-2,1.0,-0.14767,1.0,-1.0,1.0,-1.0,0.61831,0.15803,1.0,0.62349,1.0,-0.17012,1.0,0.35924,1.0,-0.66494,1.0,0.88428,1.0,-0.18826], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,1.0,7.38e-2,1.0,3.42e-2,1.0,-5.563e-2,1.0,8.764e-2,1.0,0.19651,1.0,0.20328,1.0,0.12785,1.0,0.10561,1.0,0.27087,1.0,0.44758,1.0,0.4175,1.0,0.20033,1.0,0.36743,0.95603,0.48641,1.0,0.32492,1.0,0.46712], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.50932,-0.93996,1.0,0.26708,-3.52e-2,-1.0,1.0,-1.0,0.43685,-1.0,0.0,0.0,-1.0,-0.34265,-0.37681,3.623e-2,1.0,-1.0,0.0,0.0,0.0,0.0,-0.16253,0.92236,0.39752,0.26501,0.0,0.0,1.0,0.23188,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.99645,6.468e-2,1.0,-1.236e-2,0.97811,2.498e-2,0.96112,2.312e-2,0.99274,7.808e-2,0.89323,0.10346,0.94212,5.269e-2,0.88809,0.1112,0.86104,8.631e-2,0.81633,0.1183,0.83668,0.14442,0.81329,0.13412,0.79476,0.13638,0.7911,0.15379,0.77122,0.1593,0.70941,0.12015], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,0.0,0.0,-1.0,-1.0,1.0,1.0,-1.0,1.0,-1.0,1.0,1.0,-1.0,1.0,1.0,-1.0,-1.0,-1.0,1.0,1.0,-1.0,-1.0,1.0,-1.0,1.0,1.0,-1.0,-1.0,1.0,-1.0,-1.0,1.0,-1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.67065,2.528e-2,0.66626,5.031e-2,0.57197,0.18761,8.776e-2,0.34081,0.63621,0.12131,0.62099,0.14285,0.78637,0.10976,0.58373,0.18151,0.14395,0.41224,0.53888,0.21326,0.5142,0.22625,0.48838,0.23724,0.46167,0.24618,0.43433,0.25306,0.40663,0.25792,1.0,0.33036], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,1.0,-1.0,0.0,0.0,0.0,0.0,1.0,1.0,1.0,-1.0,-0.71875,1.0,0.0,0.0,-1.0,1.0,1.0,1.0,-1.0,1.0,1.0,0.5625,-1.0,1.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,-6.12e-3,1.0,-9.834e-2,1.0,-7.649e-2,1.0,-0.10605,1.0,-0.11073,1.0,-0.39489,1.0,-0.15616,0.92124,-0.31884,0.86473,-0.34534,0.91693,-0.44072,0.9606,-0.46866,0.81874,-0.40372,0.82681,-0.42231,0.75784,-0.38231,0.80448,-0.40575,0.74354,-0.45039], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,-1.0,-1.0,0.0,0.0,0.0,0.0,-1.0,-1.0,-1.0,-1.0,-1.0,1.0,-1.0,1.0,0.0,0.0,0.0,0.0,1.0,-1.0,-1.0,1.0,-1.0,1.0,-1.0,1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.96071,7.088e-2,1.0,4.296e-2,1.0,9.313e-2,0.90169,-5.144e-2,0.89263,2.58e-2,0.8325,-6.142e-2,0.87534,9.831e-2,0.76544,2.8e-3,0.75206,-5.295e-2,0.65961,-7.905e-2,0.64158,-5.929e-2,0.55677,-7.705e-2,0.58051,-2.205e-2,0.49664,-1.251e-2,0.5131,-1.5e-4,0.52099,-1.82e-3], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,-1.0,1.0,0.0,0.0,0.0,0.0,-1.0,1.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,-1.0,-1.0,1.0,1.0,1.0,0.0,0.0,-1.0,-1.0,1.0,-1.0,1.0,1.0,-1.0,1.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,-6.182e-2,1.0,2.942e-2,1.0,-5.131e-2,1.0,-1.707e-2,1.0,-0.11726,0.84493,-5.202e-2,0.93392,-6.598e-2,0.6917,-7.379e-2,0.65731,-0.20367,0.9491,-0.31558,0.80852,-0.31654,0.84932,-0.34838,0.72529,-0.29174,0.73094,-0.38576,0.54356,-0.26284,0.64207,-0.39487], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,1.0,0.5782,1.0,-1.0,1.0,-1.0,1.0,-1.0,1.0,-1.0,1.0,-1.0,1.0,-1.0,1.0,-1.0,1.0,-1.0,1.0,-0.62796,1.0,-1.0,1.0,-1.0,1.0,-1.0,1.0,-1.0,1.0,-1.0,1.0,-1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,-8.714e-2,1.0,-0.17263,0.86635,-0.81779,0.94817,0.61053,0.95473,-0.41382,0.88486,-0.31736,0.87937,-0.23433,0.81051,-0.6218,0.12245,-1.0,0.90284,0.11053,0.62357,-0.78547,0.55389,-0.82868,0.48136,-0.86583,0.4065,-0.89674,0.32984,-0.92128,-0.13341,-1.0], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,-1.0,-1.0,0.0,0.0,-1.0,1.0,1.0,-0.375,0.0,0.0,0.0,0.0,0.0,0.0,1.0,-1.0,-1.0,-1.0,1.0,-1.0,0.0,0.0,1.0,-1.0,-1.0,1.0,-1.0,-1.0,0.0,0.0,-1.0,1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,8.38e-2,1.0,0.17387,1.0,-0.13308,0.98172,0.6452,1.0,0.47904,1.0,0.59113,1.0,0.70758,1.0,0.82777,1.0,0.95099,1.0,1.0,0.98042,1.0,0.91624,1.0,0.83899,1.0,0.74822,1.0,0.64358,1.0,0.52479,1.0], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,-1.0,-1.0,1.0,1.0,1.0,-1.0,-1.0,1.0,1.0,-1.0,-1.0,-1.0,0.0,0.0,1.0,1.0,-1.0,-1.0,1.0,-1.0,1.0,-1.0,1.0,1.0,1.0,-1.0,1.0,-1.0,-1.0,1.0,1.0,-1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,-0.14236,1.0,-0.16256,1.0,-0.23656,1.0,-7.514e-2,1.0,-0.2501,1.0,-0.26161,1.0,-0.21975,1.0,-0.38606,1.0,-0.46162,1.0,-0.35519,1.0,-0.59661,1.0,-0.47643,0.9882,-0.49687,1.0,-0.7582,1.0,-0.75761,1.0,-0.84437], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,1.0,-1.0,1.0,1.0,1.0,-1.0,1.0,-1.0,1.0,-1.0,1.0,-1.84e-2,1.0,-1.0,1.0,1.0,1.0,-0.85583,1.0,1.0,1.0,-1.0,0.0,0.0,1.0,1.0,1.0,-0.79141,1.0,1.0,1.0,1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.88208,-0.14639,0.93408,-0.11057,0.921,-0.1645,0.88307,-0.17036,0.88462,-0.31809,0.85269,-0.31463,0.82116,-0.35924,0.80681,-0.33632,0.75243,-0.47022,0.70555,-0.47153,0.6615,-0.50085,0.61297,-0.48086,0.56804,-0.54629,0.50179,-0.59854,0.47075,-0.57377,0.42189,-0.58086], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.71253,-2.595e-2,0.41287,-0.23067,0.98019,-9.473e-2,0.99709,-0.10236,1.0,-0.10951,0.58965,1.0,0.83726,-1.0,0.8227,-0.17863,0.8076,-0.28257,-0.25914,0.9273,0.51933,5.456e-2,0.65493,-0.20392,0.93124,-0.41307,0.63811,-0.21901,0.86136,-0.87354,-0.23186,-1.0], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,1.0,-0.15899,0.72314,0.27686,0.83443,-0.58388,1.0,-0.28207,1.0,-0.49863,0.79962,-0.12527,0.76837,0.14638,1.0,0.39337,1.0,0.2659,0.96354,-1.891e-2,0.92599,-0.91338,1.0,0.14803,1.0,-0.11582,1.0,-0.11129,1.0,0.53372,1.0,-0.57758], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.66161,-1.0,1.0,1.0,1.0,-0.67321,0.80893,-0.40446,1.0,-1.0,1.0,-0.89375,1.0,0.73393,0.17589,0.70982,1.0,0.78036,1.0,0.85268,1.0,-1.0,1.0,0.85357,1.0,-8.571e-2,0.95982,-0.3625,1.0,0.65268,1.0,0.34732], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,4.33e-3,1.0,-1.209e-2,1.0,-2.96e-2,1.0,-7.014e-2,0.97839,-6.256e-2,1.0,-6.544e-2,0.97261,-7.917e-2,0.92561,-0.13665,0.94184,-0.14327,0.99589,-0.14248,0.94815,-0.13565,0.89469,-0.20851,0.89067,-0.17909,0.85644,-0.18552,0.83777,-0.20101,0.83867,-0.20766], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,1.0,1.0,1.0,-1.0,0.0,0.0,0.0,0.0,-1.0,-1.0,0.0,0.0,0.0,0.0,-1.0,1.0,1.0,1.0,-1.0,1.0,-1.0,1.0,1.0,-1.0,1.0,1.0,-1.0,1.0,1.0,1.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.91241,4.347e-2,0.94191,2.28e-2,0.94705,5.345e-2,0.93582,1.321e-2,0.91911,6.348e-2,0.92766,0.12067,0.92048,6.211e-2,0.88899,0.12722,0.83744,0.14439,0.80983,0.11849,0.77041,0.14222,0.75755,0.11299,0.7355,0.13282,0.66387,0.153,0.70925,0.10754,0.65258,0.11447], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,2.461e-2,0.99672,4.861e-2,0.97545,7.143e-2,0.61745,-1.0,0.91036,0.11147,0.88462,0.5364,0.82077,0.14137,0.76929,0.15189,1.0,0.41003,0.6585,0.16371,0.60138,0.16516,0.54446,0.1639,0.48867,0.16019,0.43481,0.15436,0.38352,0.14677,1.0,1.0], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,1.0,6.538e-2,1.0,0.20746,1.0,0.26281,0.93051,0.32213,0.86773,0.39039,0.75474,0.50082,0.79555,0.52321,0.65954,0.60756,0.57619,0.62999,0.47807,0.67135,0.40553,0.6884,0.34384,0.72082,0.27712,0.72386,0.19296,0.70682,0.11372,0.72688,6.99e-2,0.71444], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,-1.0,-1.0,1.0,1.0,1.0,-0.14375,0.0,0.0,-1.0,1.0,1.0,1.0,0.17917,-1.0,-1.0,-1.0,8.75e-2,-1.0,1.0,-1.0,-1.0,1.0,-1.0,-1.0,1.0,-1.0,-1.0,-1.0,1.0,1.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.90932,8.791e-2,0.86528,0.16888,1.0,0.16598,0.55187,0.68154,0.70207,0.36719,0.16286,0.42739,0.5762,0.46086,0.51067,0.49618,0.31639,0.12967,0.37824,0.54462,0.31274,0.55826,0.24856,0.56527,0.18626,0.56605,0.12635,0.56101,6.927e-2,0.55061,0.12137,0.67739], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,-0.64286,-1.0,1.0,0.82857,1.0,-1.0,1.0,-0.23393,1.0,0.96161,1.0,-0.37679,1.0,-1.0,1.0,0.13839,1.0,-1.0,1.0,-3.393e-2,-0.84286,1.0,0.5375,0.85714,1.0,1.0,1.0,-1.0,1.0,-1.0,1.0,-1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.99025,-5.785e-2,0.99793,-0.13009,0.98663,-0.1943,0.99374,-0.25843,0.92738,-0.3013,0.92651,-0.37965,0.89812,-0.43796,0.84922,-0.52064,0.87433,-0.57075,0.79016,-0.59839,0.74725,-0.64615,0.68282,-0.68479,0.65247,-0.73174,0.6101,-0.75353,0.54752,-0.80278,0.49195,-0.83245], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,1.0,1.0,0.0,0.0,0.0,0.0,-0.375,-1.0,-1.0,-1.0,0.0,0.0,0.0,0.0,-1.0,-1.0,-1.0,-1.0,-1.0,1.0,1.0,0.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,-3.73e-2,1.0,-7.383e-2,0.99601,-0.11039,0.99838,-9.931e-2,0.98941,-0.13814,0.96674,-0.21695,0.95288,-0.25099,0.91236,-0.344,0.90581,-0.32152,0.89991,-0.34691,0.87874,-0.37643,0.86213,-0.4299,0.83172,-0.43122,0.81433,-0.42593,0.77919,-0.47977,0.75115,-0.50152], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.94598,-2.685e-2,-1.0,0.26131,-0.36393,0.35639,0.69258,-0.63427,1.0,-3.353e-2,-0.2902,-5.5e-3,-0.54852,0.15452,0.91921,-0.4627,1.0,-0.50424,-0.29735,-0.31454,-0.73864,0.37361,0.83872,-0.46734,0.52208,-0.5813,1.0,-0.61393,-9.634e-2,0.20477,-6.117e-2,0.41913], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.98166,8.74e-3,0.98103,-3.818e-2,0.97565,-5.699e-2,0.95947,-6.971e-2,0.99004,-4.507e-2,0.94713,-0.11102,0.93369,-0.1279,0.94217,-0.11583,0.79682,-0.192,0.88274,-0.17387,0.86257,-0.18739,0.88487,-0.19689,0.81813,-0.21136,0.78546,-0.23864,0.76911,-0.23095,0.74323,-0.23902], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.0,0.0,1.0,0.51724,0.0,0.0,0.10991,-1.0,0.0,0.0,0.0,0.0,-1.0,-0.22414,-0.55711,-0.83297,0.7694,0.63147,0.0,0.0,0.53448,0.35668,-0.90302,0.44828,1.0,-1.0,-1.0,0.81573,0.0,0.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.84134,-0.18362,0.43644,2.919e-2,0.93421,-2.67e-3,0.87947,0.13795,0.81121,-1.789e-2,0.88559,0.54991,0.91714,-0.57486,0.75,-0.2952,0.86676,-0.20104,1.0,1.0,0.4661,-0.1629,0.90066,-2.778e-2,0.93358,-1.158e-2,0.61582,-0.32298,0.84463,-0.25706,0.93323,-1.425e-2], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,1.0,1.0,1.0,-1.0,0.0,0.0,0.0,0.0,1.0,1.0,1.0,1.0,-1.0,-1.0,1.0,-1.0,-1.0,1.0,0.0,0.0,1.0,-1.0,1.0,-1.0,1.0,1.0,-1.0,-1.0,0.0,0.0,0.0,0.0], class: b -- Correct!
 Predicting class b for instance [1.0,0.0,1.0,1.0,1.0,1.0,0.9101,1.0,-0.2697,1.0,-0.83152,1.0,-1.0,1.0,-1.0,0.72526,-1.0,-0.57779,-1.0,-0.42052,-1.0,-1.0,-0.52838,-1.0,0.90014,-1.0,1.0,-1.0,1.0,-1.0,1.0,-0.34686,1.0,0.34845], class: g -- Incorrect
 Predicting class b for instance [1.0,0.0,-0.67935,-1.0,-1.0,1.0,1.0,0.63317,3.515e-2,-1.0,-1.0,-1.0,1.0,1.0,0.88683,-1.0,-1.0,1.0,0.8384,1.0,1.0,-1.0,-1.0,-1.0,-0.18856,1.0,1.0,-1.0,-1.0,-1.0,-1.0,1.0,1.0,0.33611], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.95659,8.143e-2,0.97487,-5.667e-2,0.97165,-8.484e-2,0.96097,-6.561e-2,0.94717,1.279e-2,0.95436,-0.16795,0.94612,-0.19497,0.9963,-0.32268,0.90343,-0.35902,0.91428,-0.27316,0.9014,-0.29807,0.99899,-0.40747,0.87244,-0.34586,0.92059,-0.30619,0.83951,-0.39061,0.82166,-0.41173], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,8.333e-2,-0.20685,-1.0,1.0,-1.0,1.0,0.71875,0.47173,-0.82143,-0.62723,-1.0,-1.0,-1.0,1.0,-2.753e-2,0.59152,-0.42113,-0.42113,-0.74628,-1.0,-1.0,-0.46801,-1.0,0.2381,1.0,-1.0,-1.0,-0.38914,-1.0,-1.0,-1.0,0.61458], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,-2.259e-2,1.0,-4.494e-2,1.0,-6.682e-2,1.0,-8.799e-2,1.0,0.56173,1.0,-0.12738,1.0,-0.14522,1.0,0.32407,1.0,-0.17639,0.99484,-0.18949,0.95601,-0.20081,1.0,-0.92284,0.8728,-0.21793,0.8292,-0.2237,0.78479,-0.22765,0.73992,-0.22981], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,-1.0,1.0,1.0,-1.0,-1.0,1.0,0.0,0.0,1.0,1.0,-1.0,-0.1875,1.0,1.0,-1.0,-1.0,1.0,-1.0,-1.0,-1.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,1.0,0.0,0.0,-1.0,-1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,5.812e-2,0.94525,7.418e-2,0.99952,0.13231,1.0,-1.911e-2,0.94846,7.033e-2,0.95713,0.14644,0.94862,0.11224,0.90896,0.20119,0.96741,0.16265,0.99695,0.14258,0.90784,0.1641,0.91667,0.22431,0.88423,0.23571,0.88568,0.22511,0.78324,0.29576,0.83574,0.31166], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.17188,-1.0,-1.0,1.0,0.0,0.0,0.0,0.0,-1.0,1.0,0.0,0.0,-0.61354,-0.67708,0.80521,0.36146,0.51979,0.14375,0.0,0.0,-1.0,-0.27083,-0.84792,0.9625,1.0,1.0,-1.0,0.67708,0.0,0.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,9.771e-2,1.0,0.12197,1.0,0.22574,0.98602,9.237e-2,0.9493,0.19211,0.92992,0.24288,0.89241,0.28343,0.85529,0.26721,0.83656,0.33129,0.83393,0.31698,0.74829,0.39597,0.76193,0.34658,0.68452,0.42746,0.62764,0.46031,0.56791,0.47033,0.54252,0.50903], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,1.667e-2,-0.35625,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.12292,-0.55,0.22813,0.82813,1.0,-0.42292,0.0,0.0,8.333e-2,-1.0,-0.10625,-0.16667,1.0,-0.76667,-1.0,0.18854,0.0,0.0,1.0,-0.27292], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,0.16801,0.99352,0.16334,0.94616,0.33347,0.91759,0.2261,0.91408,0.37107,0.8425,0.46899,0.81011,0.49225,0.78473,0.48311,0.65091,0.56977,0.56553,0.58071,0.55586,0.6472,0.48311,0.55236,0.43317,0.69129,0.35684,0.76147,0.33921,0.66844,0.22101,0.78685], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.63816,1.0,0.20833,-1.0,1.0,1.0,0.87719,0.30921,-0.66886,1.0,-5.921e-2,0.58772,1.754e-2,5.044e-2,-0.51535,-1.0,0.14254,-3.289e-2,0.32675,-0.4386,-1.0,1.0,0.80921,-1.0,1.0,-6.14e-2,1.0,1.0,0.20614,-1.0,1.0,1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,-0.41457,1.0,0.76131,0.8706,0.18593,1.0,-9.925e-2,0.93844,0.4799,0.65452,-0.1608,1.0,8.79e-3,0.97613,-0.50126,0.80025,-0.24497,0.88065,-0.19095,1.0,-0.12312,0.93593,0.10678,0.9289,-7.249e-2,1.0,-0.27387,0.4397,0.19849,0.51382,-5.402e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.84783,0.10598,1.0,0.3913,1.0,-1.0,0.66938,8.424e-2,1.0,0.27038,1.0,0.60598,1.0,0.35507,1.0,2.672e-2,0.58424,-0.43025,1.0,0.63496,0.8913,0.26585,0.91033,-0.33333,1.0,0.15942,0.37681,-1.947e-2,1.0,0.22464,1.0,0.37409], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,1.0,0.28046,1.0,2.477e-2,1.0,7.764e-2,1.0,4.317e-2,0.98762,0.33266,1.0,5.489e-2,1.0,4.384e-2,0.9575,-0.24598,0.84371,-8.668e-2,1.0,4.15e-2,0.99933,0.27376,1.0,-0.39056,0.96414,-2.174e-2,0.86747,0.2336,0.94578,-0.22021,0.80355,-7.329e-2], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,1.0,-1.0,1.0,-1.0,1.0,-1.0,1.0,-1.0,1.0,1.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,-1.0,1.0,-1.0,1.0,-1.0,1.0,0.65625,0.0,0.0,1.0,-1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,0.67784,0.81309,0.82021,0.43019,1.0,0.20619,0.80541,-0.43872,1.0,-0.79135,0.77092,-1.0,0.40268,-0.39046,-0.58634,-0.97907,-0.42822,-0.73083,-0.76339,-0.37671,-0.97491,0.41366,-1.0,0.41778,-0.93296,0.25773,-1.0,0.9357,-0.35222,0.98816,3.446e-2], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,1.0,1.0,1.0,-1.0,1.0,-1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.5,0.0,0.0,1.0,-1.0,1.0,-1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,3.529e-2,1.0,0.18281,1.0,0.26968,1.0,0.25068,1.0,0.28778,1.0,0.38643,1.0,0.31674,1.0,0.65701,1.0,0.53846,1.0,0.61267,1.0,0.59457,0.89593,0.68326,0.89502,0.71374,0.85611,0.67149,0.74389,0.85611,0.71493,0.75837], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,1.0,-1.0,1.0,1.0,-1.0,-1.0,1.0,-1.0,0.0,0.0,0.0,0.0,-1.0,1.0,1.0,-1.0,1.0,-1.0,-0.75,1.0,1.0,-1.0,1.0,-1.0,1.0,-1.0,-1.0,-1.0,0.0,0.0,1.0,-1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.96087,8.62e-2,0.9676,0.19279,0.96026,0.27451,0.98044,0.35052,0.92867,0.46281,0.86265,0.52517,0.8282,0.58794,0.73242,0.69065,0.69003,0.7314,0.54473,0.6882,0.48339,0.76197,0.40615,0.74689,0.33401,0.83796,0.24944,0.86061,0.13756,0.86835,9.048e-2,0.86285], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.69444,0.38889,0.0,0.0,-0.32937,0.69841,0.0,0.0,0.0,0.0,0.0,0.0,0.20635,-0.24206,0.21032,0.19444,0.46429,0.78175,0.0,0.0,0.0,0.0,0.73413,0.27381,0.7619,0.63492,0.0,0.0,0.0,0.0,0.0,0.0], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,1.0,5.07e-2,1.0,0.10827,1.0,0.19498,1.0,0.28453,1.0,0.34826,1.0,0.38261,0.94575,0.42881,0.89126,0.50391,0.75906,0.58801,0.80644,0.59962,0.79578,0.62758,0.66643,0.63942,0.59417,0.69435,0.49538,0.72684,0.47027,0.71689,0.33381,0.75243], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,1.0,1.0,0.0,0.0,1.0,-1.0,1.0,-1.0,1.0,1.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,1.0,1.0,-1.0,-1.0,-1.0,1.0,-1.0,1.0,-1.0,1.0,1.0,0.0,0.0,1.0,-1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,4.078e-2,1.0,0.11982,1.0,0.16159,1.0,0.27921,0.98703,0.30889,0.92745,0.37639,0.91118,0.39749,0.81939,0.46059,0.78619,0.46994,0.794,0.56282,0.70331,0.58129,0.67077,0.59723,0.58903,0.6099,0.53952,0.60932,0.45312,0.63636,0.40442,0.62658], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,-1.0,-1.0,1.0,-1.0,1.0,-1.0,1.0,1.0,-1.0,1.0,1.0,-1.0,1.0,-1.0,-1.0,-1.0,1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,0.24168,1.0,0.4859,1.0,0.72973,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.77128,1.0,1.0,1.0,1.0,0.74468,1.0,0.89647,1.0,0.64628,1.0,0.38255,1.0,0.10819,1.0,-0.1737,1.0,-0.81383,1.0], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,1.0,1.0,1.0,-1.0,1.0,1.0,-1.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,-1.0,1.0,-1.0,1.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,1.0,1.0,-1.0,-1.0,1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,-6.604e-2,1.0,0.62937,1.0,9.557e-2,1.0,0.2028,1.0,-1.0,1.0,-0.40559,1.0,-0.15851,1.0,4.895e-2,1.0,-0.61538,1.0,-0.26573,1.0,-1.0,1.0,-0.58042,1.0,-0.81372,1.0,-1.0,1.0,-0.78555,1.0,-0.48252], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,1.0,-1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,-1.0,1.0,-1.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,-1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.92277,7.804e-2,0.92679,0.16251,0.89702,0.24618,0.84111,0.35197,0.78801,0.42196,0.70716,0.46983,0.70796,0.56476,0.60459,0.642,0.51247,0.64924,0.39903,0.66975,0.34232,0.68343,0.23693,0.76146,0.18765,0.73885,9.694e-2,0.71038,2.735e-2,0.77072,-4.023e-2,0.69509], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.68198,-0.17314,0.82332,0.21908,0.46643,0.32862,0.25795,0.58304,1.0,-0.15194,1.06e-2,0.44523,1.06e-2,0.38869,0.18681,0.41168,0.10567,0.36353,4.325e-2,0.30745,-8.3e-4,0.24936,-2.862e-2,0.19405,-4.314e-2,0.14481,-4.779e-2,0.10349,-4.585e-2,7.064e-2,-4.013e-2,4.586e-2], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,0.74852,-2.811e-2,0.6568,-5.178e-2,0.80621,2.811e-2,0.85947,2.515e-2,0.63462,8.728e-2,0.71598,7.84e-2,0.73077,5.178e-2,0.7855,-0.27811,0.65976,-1.479e-2,0.78698,6.953e-2,0.34615,-0.18639,0.65385,2.811e-2,0.61009,-6.637e-2,0.5355,-0.21154,0.59024,-0.14053,0.56361,2.959e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.39179,-6.343e-2,0.97464,4.328e-2,1.0,1.0,0.35821,0.15299,0.54478,0.1306,0.61567,-0.8209,0.57836,0.6791,0.66791,-0.10448,0.46642,-0.11567,0.65574,0.14792,0.83209,0.45522,0.47015,0.16418,0.49309,0.1463,0.32463,-2.612e-2,0.39118,0.13521,0.34411,0.12755], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,0.67547,4.528e-2,0.76981,-0.10566,0.77358,3.774e-2,0.66038,-4.528e-2,0.64528,1.132e-2,0.66792,-0.13962,0.72075,-2.264e-2,0.76981,8.679e-2,0.61887,-7.925e-2,0.75849,-0.23774,0.73962,-0.14717,0.84906,-0.15094,0.73886,-5.801e-2,0.66792,2.264e-2,0.86415,3.774e-2,0.73208,7.55e-3], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.72727,-5.0e-2,0.89241,3.462e-2,1.0,0.72727,0.66364,-5.909e-2,0.48182,-0.16818,0.81809,9.559e-2,0.56818,1.0,0.50455,0.21818,0.66818,0.1,1.0,-0.3,0.98636,-1.0,0.57273,0.32727,0.56982,0.14673,0.42273,8.182e-2,0.48927,0.14643,1.0,1.0], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,0.57647,-1.569e-2,0.40392,0.0,0.38431,0.12941,0.4,-5.882e-2,0.56471,0.14118,0.46667,8.235e-2,0.52549,-5.49e-2,0.58039,1.569e-2,0.50196,0.0,0.45882,6.667e-2,0.58039,8.235e-2,0.49804,3.92e-3,0.48601,0.10039,0.46275,8.235e-2,0.45098,0.23529,0.43137,0.17255], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.41932,0.12482,0.35,0.125,0.23182,0.27955,-3.636e-2,0.44318,4.517e-2,0.36194,-0.19091,0.33636,-0.1335,0.27322,2.727e-2,0.40455,-0.34773,0.12727,-0.20028,5.078e-2,-0.18636,0.36364,-0.14003,-4.802e-2,-9.971e-2,-7.114e-2,-1.0,-1.0,-2.916e-2,-7.464e-2,-5.26e-3,-6.314e-2], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,0.88305,-0.21996,1.0,0.36373,0.82403,0.19206,0.85086,5.901e-2,0.90558,-4.292e-2,0.85193,0.25,0.77897,0.25322,0.69206,0.5794,0.7103,0.39056,0.73176,0.27575,1.0,0.34871,0.5676,0.52039,0.69811,0.53235,0.80901,0.58584,0.43026,0.70923,0.52361,0.54185], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.84557,-8.58e-2,-0.31745,-0.80553,-8.961e-2,-0.56435,0.80648,4.576e-2,0.89514,-7.63e-3,-0.18494,0.63966,-0.20019,-0.68065,0.85701,-0.11344,0.77979,-0.15729,-6.959e-2,0.5081,-0.34128,0.80934,0.78932,-3.718e-2,0.70882,-0.25288,0.77884,-0.14109,-0.21354,-0.7817,-0.18494,-0.59867], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.7087,-0.24783,0.64348,4.348e-2,0.45217,0.38261,0.65217,0.18261,0.5,0.26957,0.57826,-0.23043,0.50435,0.37826,0.38696,-0.42609,0.36087,-0.26087,0.26957,0.11739,0.53246,-3.845e-2,0.31304,-0.12174,0.4993,-4.264e-2,0.48348,-4.448e-2,0.64348,-0.25217,0.50435,0.14783], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,-0.5418,0.14861,-0.33746,0.73375,0.52012,-0.13932,0.31889,-6.811e-2,0.20743,-0.1517,0.47368,8.978e-2,0.56347,-0.1548,0.16409,0.45201,0.33746,3.406e-2,0.50464,7.121e-2,-0.63777,-0.6161,1.0,0.65635,0.41348,-0.40116,-0.1517,0.11146,2.399e-2,0.5582,0.52632,-8.978e-2], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.29202,0.13582,0.45331,0.16808,0.51783,-5.09e-3,0.52632,0.20883,0.52462,-0.16638,0.47368,-4.754e-2,0.55518,3.905e-2,0.81664,-0.22411,0.42445,-4.244e-2,0.34975,6.621e-2,0.28183,-0.20883,0.51731,-3.176e-2,0.50369,-3.351e-2,0.34635,9.847e-2,0.70798,-1.868e-2,0.39559,-3.226e-2], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.79157,0.16851,0.0,0.0,0.56541,6.874e-2,0.39468,1.0,0.38359,0.99557,-2.439e-2,0.53215,0.23725,0.1286,-2.661e-2,0.95122,-0.50998,0.84922,-0.102,0.38803,-0.42572,0.23725,-0.91574,0.8071,-0.34146,0.88248,-1.0,0.69401,-1.0,0.1286,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.90116,0.16607,0.79299,0.37379,0.7299,0.50515,0.59784,0.72997,0.44303,0.81152,0.24412,0.87493,6.438e-2,0.85038,-0.12611,0.87396,-0.28739,0.79617,-0.46635,0.65924,-0.57135,0.53805,-0.68159,0.39951,-0.71844,0.25835,-0.72369,0.11218,-0.71475,-5.525e-2,-0.67699,-0.19904], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.97714,0.19049,0.82683,0.46259,0.71771,0.58732,0.47968,0.84278,0.31409,0.92643,0.10289,0.93945,-0.13254,0.8429,-0.3202,0.91624,-0.52145,0.79525,-0.68274,0.49508,-0.77408,0.33537,-0.85376,0.17849,-0.83314,-1.358e-2,-0.82366,-0.19321,-0.67289,-0.33662,-0.59943,-0.497], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,-1.0,-1.0,0.0,0.0,0.50814,-0.78502,0.60586,0.32899,-1.0,-0.41368,0.0,0.0,0.0,0.0,1.0,-0.2671,0.36482,-0.63518,0.97068,-1.0,-1.0,-1.0,1.0,-0.59609,-1.0,-1.0,-1.0,-1.0,1.0,-1.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.74084,4.974e-2,0.79074,2.543e-2,0.78575,3.793e-2,0.6623,9.948e-2,0.67801,0.31152,0.75934,7.348e-2,0.74695,8.442e-2,0.70681,-7.853e-2,0.63613,0.0,0.70021,0.11355,0.68183,0.12185,0.67016,0.15445,0.64158,0.13608,0.65707,0.17539,0.59759,0.14697,0.57455,0.15114], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,1.0,-1.0,0.0,0.0,0.77941,-0.99265,0.80882,0.55147,-0.41912,-0.94853,0.0,0.0,0.0,0.0,0.72059,-0.77206,0.73529,-0.60294,0.0,0.0,0.18382,-1.0,-1.0,-1.0,-1.0,-1.0,1.0,-1.0,1.0,-1.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,1.709e-2,0.96215,-3.142e-2,1.0,-3.436e-2,1.0,-5.071e-2,0.99026,-7.092e-2,0.99173,-9.002e-2,1.0,-0.15727,1.0,-0.14257,0.9831,-0.11813,1.0,-0.18519,1.0,-0.19272,0.98971,-0.22083,0.9649,-0.20243,0.94599,-0.17123,0.96436,-0.22561,0.87011,-0.23296], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,-1.0,0.0,0.0,0.0,0.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.95704,-0.12095,0.63318,-0.1269,0.96365,-0.18242,0.97026,8.46e-2,0.92003,-1.124e-2,0.83543,-0.24719,1.0,-0.31395,0.99273,-0.21216,0.98678,-0.21018,1.0,-0.27165,0.93126,-0.39458,1.0,-0.19233,0.88793,-0.31565,0.81428,-0.23728,0.89095,-0.31857,0.69531,-0.41573], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.28409,-0.31818,0.0,0.0,0.68182,-1.0,0.30682,0.95833,0.64394,6.439e-2,0.34848,-0.84848,0.0,0.0,0.59091,-0.35985,0.45076,-0.80682,0.0,0.0,0.0,0.0,0.24242,0.17803,1.0,-0.23864,6.061e-2,-0.48485,0.16288,-0.70076,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.9449,-0.49311,1.0,-3.692e-2,0.98898,-0.87052,0.90083,0.66942,1.0,-0.10104,1.0,-0.12493,1.0,-0.15017,1.0,-0.17681,1.0,-0.20491,1.0,-0.23452,1.0,-0.26571,1.0,-0.29852,1.0,-0.33304,1.0,-0.36931,1.0,-0.4074,1.0,-0.44739], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.62195,1.0,0.0,0.0,0.0,0.0,0.36585,-0.71951,0.56098,-1.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.10976,0.0,0.0,0.0,0.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.99449,5.26e-3,0.84082,-0.11313,0.88237,-0.16431,0.99061,-6.257e-2,0.96484,-7.496e-2,0.85221,2.966e-2,0.87161,-0.20848,0.93881,-0.12977,0.98298,-8.935e-2,0.89876,7.5e-4,0.87836,-5.882e-2,0.93368,-0.19872,0.87579,-0.17806,0.94294,-0.16581,0.80253,-0.25741,0.76586,-0.27794], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.10135,0.10811,0.0,0.0,0.0,0.0,0.5473,0.82432,0.31081,1.0,0.0,0.0,0.0,0.0,0.37162,-1.0,0.33108,-1.0,0.0,0.0,0.0,0.0,-0.42568,-1.0,1.0,-1.0,0.55405,-0.23649,0.0,0.0,0.0,0.0], class: b -- Correct!
 Predicting class b for instance [1.0,0.0,1.0,-0.57224,0.9915,-0.73371,0.89518,-0.9745,1.0,-0.35818,1.0,-0.23229,0.6289,-0.86402,1.0,-0.57535,1.0,-0.79603,0.76771,-0.88952,0.96601,-1.0,0.7012,-0.74896,0.61946,-0.76904,0.53777,-0.77986,0.8102,-1.0,1.0,-1.0,0.30445,-0.76112], class: g -- Incorrect
 Predicting class b for instance [1.0,0.0,0.65909,-0.62879,0.0,0.0,0.0,0.0,0.77273,1.0,1.0,-0.2803,0.0,0.0,0.0,0.0,0.62121,-0.22727,0.84091,-1.0,1.0,-1.0,0.0,0.0,0.0,0.0,1.0,-0.93939,-0.12879,-0.93182,0.0,0.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.86284,0.1931,0.8092,0.41149,0.67203,0.55785,0.54559,0.69962,0.36705,0.81533,0.19617,0.85671,-4.061e-2,0.86284,-0.17241,0.75785,-0.341,0.65747,-0.48199,0.56092,-0.6023,0.40996,-0.59234,0.25747,-0.63038,8.818e-2,-0.57241,-7.816e-2,-0.54866,-0.19923,-0.42912,-0.31954], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.42,-0.61,0.0,0.0,1.0,-1.0,0.9,1.0,0.43,0.64,0.0,0.0,0.0,0.0,0.67,-0.29,0.84,-1.0,0.0,0.0,0.0,0.0,0.21,0.68,1.0,0.22,0.0,0.0,0.0,0.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,0.23395,0.91404,0.52013,0.7802,0.72144,0.4766,0.84222,0.27639,0.9173,9.467e-2,0.88248,-0.2198,0.91404,-0.34168,0.75517,-0.5136,0.64527,-0.64527,0.44614,-0.74102,0.29162,-0.70838,3.591e-2,-0.71731,-0.11943,-0.64962,-0.28183,-0.51251,-0.44505,-0.37432,-0.53319], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.91353,0.81586,-0.72973,1.0,-0.39466,0.55735,5.405e-2,0.2973,-0.18599,-0.10241,-3.158e-2,-8.97e-2,1.401e-2,-3.403e-2,1.108e-2,-5.37e-3,3.42e-3,9.7e-4,4.8e-4,7.5e-4,-3.0e-5,1.9e-4,-3.0e-5,2.0e-5,-1.0e-5,0.0,0.0,0.0,0.0,0.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.21429,-9.524e-2,0.33333,7.143e-2,0.19048,0.19048,0.2381,9.524e-2,0.40476,2.381e-2,0.30952,-4.762e-2,0.30952,-4.762e-2,0.28571,-0.11905,0.33333,4.762e-2,0.30952,0.0,0.21429,-0.11905,0.35714,-4.762e-2,0.22109,-2.29e-2,0.19048,0.0,0.16997,-2.034e-2,0.14694,-1.877e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,-0.14754,1.0,4.918e-2,0.57377,-1.639e-2,0.65574,1.639e-2,0.85246,-3.279e-2,0.72131,0.0,0.68852,-0.16393,0.19672,-0.14754,0.65558,-0.17176,0.67213,3.279e-2,1.0,-0.29508,0.31148,-0.34426,0.52385,-0.20325,0.32787,-3.279e-2,0.27869,-0.44262,0.4918,-6.557e-2], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,0.98182,0.0,0.88627,3.131e-2,0.86249,4.572e-2,0.8,0.0,0.69091,4.545e-2,0.79343,8.436e-2,0.77118,9.579e-2,0.62727,0.25455,0.68182,0.12727,0.70674,0.12608,0.68604,0.13493,0.74545,0.22727,0.64581,0.15088,0.67273,2.727e-2,0.60715,0.16465,0.5884,0.17077], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.39286,0.52381,-0.78824,0.11342,-0.16628,-0.76378,0.66667,1.19e-2,0.82143,0.40476,-0.6723,0.30729,-0.34797,-0.63668,0.46429,0.15476,0.54762,5.952e-2,-0.5183,0.44961,-0.47651,-0.47594,0.32143,0.70238,0.51971,0.38848,0.57143,0.39286,-0.54891,-0.29915,0.25441,-0.55837], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.86889,-7.111e-2,1.0,-2.494e-2,1.0,-6.889e-2,0.87778,2.22e-3,0.83556,-6.444e-2,1.0,-7.287e-2,1.0,-0.2,0.86889,5.333e-2,0.88,-3.778e-2,1.0,-0.11526,1.0,-0.18667,0.84444,3.556e-2,1.0,-0.14162,0.82222,-0.14667,1.0,-0.15609,1.0,-0.44222], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.43636,-0.12727,0.58182,-0.14545,0.18182,-0.67273,0.34545,-3.636e-2,0.29091,-5.455e-2,0.29091,0.29091,0.36364,-0.41818,0.2,-1.818e-2,0.36364,5.455e-2,0.12727,0.49091,0.61818,0.16364,0.32727,0.16364,0.41098,-7.027e-2,0.34545,-5.455e-2,0.12727,-0.36364,0.29091,-0.29091], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,1.0,-0.92453,1.0,0.75472,0.49057,-5.66e-2,0.62264,0.0,1.0,-5.4e-4,0.45283,7.547e-2,0.62264,-5.66e-2,0.98878,-8.5e-4,0.5283,0.0,0.5283,7.547e-2,0.9519,-1.12e-3,1.0,0.79245,0.92192,-1.28e-3,0.9434,-1.0,1.0,0.43396,0.43396,-0.11321], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.7381,0.83333,-0.7619,-0.2381,0.33333,-0.14286,0.45238,-0.14286,-0.67285,0.12808,0.33333,0.0,0.28571,-7.143e-2,-0.38214,0.51163,0.2381,2.381e-2,0.45238,4.762e-2,0.16667,-0.2619,-0.57255,-0.10234,0.24889,-0.51079,1.0,0.0,-0.66667,-4.762e-2,0.2619,2.381e-2], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.4375,4.167e-2,0.58333,-0.10417,0.39583,0.0,0.33333,-6.25e-2,0.47917,0.0,0.29167,0.10417,0.54167,2.083e-2,0.4375,-0.22917,0.35417,-0.22917,0.33333,8.333e-2,0.25,0.1875,0.39583,-0.1875,0.44012,-0.10064,0.41667,-8.333e-2,0.58333,-0.3125,0.33333,-6.25e-2], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.47744,-0.89098,-0.51504,0.45489,-0.95489,0.28571,0.64662,1.0,0.0,0.0,0.0,0.0,0.6203,0.20301,-1.0,-1.0,1.0,-1.0,1.0,1.0,0.0,0.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.95217,6.595e-2,0.93614,0.1303,0.90996,0.19152,0.84881,-0.49962,0.90023,0.6132,0.77937,0.34328,0.72254,0.37988,0.66145,0.40844,0.95472,0.59862,0.53258,0.44088,0.46773,0.44511,0.4044,0.44199,0.34374,0.43221,0.9033,1.0,0.23405,0.3962,0.18632,0.37191], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.5984,0.40332,0.82809,0.80521,0.76001,0.70709,0.8401,-0.10984,0.97311,7.981e-2,0.95824,-0.85727,0.91962,0.88444,0.95452,-5.206e-2,0.88673,0.18135,0.98484,-0.69594,0.8667,-0.85755,0.28604,-0.30063,1.0,0.17076,0.62958,0.42677,0.87757,0.81007,0.81979,0.68822], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,0.95882,0.10129,1.0,-1.918e-2,0.98313,2.555e-2,0.96974,-9.316e-2,0.98955,-2.716e-2,0.9798,-3.096e-2,1.0,-5.343e-2,1.0,-5.179e-2,0.9384,1.557e-2,0.9762,-9.284e-2,0.97889,-5.318e-2,0.91567,-0.15675,0.95677,-6.995e-2,0.90978,1.307e-2,1.0,-0.10797,0.93144,-6.888e-2], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.0,0.0,-0.33672,0.85388,0.0,0.0,0.68869,-1.0,0.97078,0.31385,-0.26048,-0.59212,-0.30241,0.65565,0.94155,0.16391,0.0,0.0,0.0,0.0,-0.18043,-1.0,0.0,0.0,1.0,-1.0,0.0,0.0,4.447e-2,0.61881,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.96933,8.76e-3,1.0,8.43e-3,0.98658,-7.63e-3,0.97868,-2.844e-2,0.9982,-3.51e-2,1.0,-1.271e-2,1.0,-2.581e-2,1.0,-1.175e-2,0.98485,2.5e-4,1.0,-2.612e-2,1.0,-4.744e-2,0.96019,-4.527e-2,0.99188,-3.473e-2,0.9702,-2.478e-2,1.0,-3.855e-2,0.9842,-4.112e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.0,0.0,0.98919,-0.22703,0.18919,-5.405e-2,0.0,0.0,0.93243,7.297e-2,1.0,-0.2,1.0,7.027e-2,1.0,-0.11351,0.0,0.0,1.0,-0.21081,1.0,-0.41622,0.0,0.0,1.0,-0.17568,0.0,0.0,1.0,-0.25946,0.28919,-0.15676], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,0.64122,1.403e-2,0.34146,-2.439e-2,0.52751,3.466e-2,0.19512,0.12195,0.43313,4.755e-2,0.21951,4.878e-2,0.29268,0.0,0.36585,0.0,0.31707,7.317e-2,0.26829,0.12195,0.23698,5.813e-2,0.21951,9.756e-2,0.19304,5.641e-2,0.1741,5.504e-2,0.19512,0.0,0.17073,7.317e-2], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,1.0,1.0,1.0,-1.0,0.0,0.0,0.0,0.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,-1.0,0.0,0.0,0.0,0.0,1.0,-0.27778,0.0,0.0,1.0,-1.0,1.0,1.0,1.0,-1.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.34694,0.20408,0.46939,0.2449,0.40816,0.20408,0.46939,0.44898,0.30612,0.59184,0.12245,0.55102,0.0,0.5102,-6.122e-2,0.55102,-0.20408,0.55102,-0.28571,0.44898,-0.28571,0.32653,-0.61224,0.22449,-0.46579,0.14895,-0.59184,0.18367,-0.34694,0.0,-0.26531,-0.2449], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.0,0.0,1.0,-1.0,0.0,0.0,0.0,0.0,1.0,1.0,1.0,-0.25342,1.0,0.23288,1.0,-1.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,1.0,-1.0,0.0,0.0,1.0,-1.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.89706,0.38235,0.91176,0.375,0.74265,0.67647,0.45588,0.77941,0.19118,0.88971,-2.206e-2,0.86029,-0.20588,0.82353,-0.375,0.67647,-0.5,0.47794,-0.73529,0.38235,-0.86029,8.824e-2,-0.74265,-0.125,-0.67925,-0.24131,-0.55147,-0.42647,-0.44118,-0.50735,-0.28676,-0.56618], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,-1.0,0.28105,0.22222,0.15033,-0.75693,-0.70984,-0.30719,0.71242,-1.0,1.0,-0.81699,0.33987,-0.79085,-2.614e-2,-0.98039,-0.83007,-0.60131,-0.54248,-4.575e-2,-0.83007,0.94118,-0.94118,-1.0,-0.43137,0.74385,9.176e-2,-1.0,5.229e-2,0.18301,2.614e-2,-0.40201,-0.48241], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.26667,-0.1,0.53333,0.0,0.33333,-0.13333,0.36667,0.11667,0.56667,1.667e-2,0.71667,8.333e-2,0.7,-6.667e-2,0.53333,0.2,0.41667,-1.667e-2,0.31667,0.2,0.7,0.0,0.25,0.13333,0.46214,5.439e-2,0.4,3.333e-2,0.46667,3.333e-2,0.41667,-5.0e-2], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,-0.26667,0.4,-0.27303,0.12159,-0.17778,-4.444e-2,6.192e-2,-6.879e-2,4.461e-2,2.575e-2,-8.85e-3,2.726e-2,-1.586e-2,-1.66e-3,-9.3e-4,-8.83e-3,4.7e-3,-1.53e-3,1.38e-3,2.38e-3,-1.14e-3,1.02e-3,-6.9e-4,-5.0e-4,1.9e-4,-4.3e-4,2.6e-4,5.0e-5,0.0,1.5e-4,-8.0e-5,2.0e-5], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,-0.37838,0.64865,0.2973,0.64865,-0.24324,0.86486,0.18919,1.0,-0.27027,0.51351,0.0,0.62162,-5.405e-2,0.32432,-0.21622,0.71833,-0.17666,0.62162,5.405e-2,0.75676,0.13514,0.35135,-0.2973,0.61031,-0.22163,0.58478,-0.23027,0.72973,-0.59459,0.51351,-0.24324], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.94531,-3.516e-2,-1.0,-0.33203,-1.0,-1.563e-2,0.97266,1.172e-2,0.93359,-1.953e-2,-1.0,0.16406,-1.0,-3.91e-3,0.95313,-3.516e-2,0.92188,-2.734e-2,-0.99219,0.11719,-0.93359,0.34766,0.95703,-3.91e-3,0.82041,0.13758,0.90234,-6.641e-2,-1.0,-0.1875,-1.0,-0.34375], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.95202,2.254e-2,0.93757,-1.272e-2,0.93526,1.214e-2,0.96705,-1.734e-2,0.96936,5.2e-3,0.95665,-3.064e-2,0.9526,-4.05e-3,0.9948,-2.659e-2,0.99769,1.792e-2,0.93584,-4.971e-2,0.93815,-2.37e-2,0.97052,-4.451e-2,0.96215,-1.647e-2,0.97399,1.908e-2,0.95434,-3.41e-2,0.95838,8.09e-3], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,-5.529e-2,1.0,-1.0,0.5,-0.11111,0.36111,-0.22222,1.0,-0.25712,0.16667,-0.11111,1.0,-0.3466,1.0,-0.38853,1.0,-0.42862,0.0,-0.25,1.0,-0.50333,1.0,-0.27778,1.0,-0.57092,1.0,-0.27778,1.0,-0.63156,1.0,-0.65935], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,0.31034,-0.10345,0.24138,-0.10345,0.2069,-6.897e-2,7.405e-2,-5.431e-2,3.649e-2,-3.689e-2,1.707e-2,-2.383e-2,7.41e-3,-1.482e-2,2.81e-3,-8.93e-3,7.8e-4,-5.23e-3,-3.0e-5,-2.99e-3,-2.8e-4,-1.66e-3,-3.1e-4,-9.0e-4,-2.5e-4,-4.8e-4,-1.8e-4,-2.4e-4,-1.2e-4,-1.2e-4,-8.0e-5,-6.0e-5], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.62745,-7.843e-2,0.72549,0.0,0.60784,-7.843e-2,0.62745,-0.11765,0.68627,-0.11765,0.66667,-0.13725,0.64706,-9.804e-2,0.54902,-0.11765,0.54902,-0.21569,0.58824,-0.19608,0.66667,-0.23529,0.45098,-0.2549,0.52409,-0.24668,0.56863,-0.31373,0.43137,-0.21569,0.47059,-0.27451], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,0.25,0.16667,0.46667,0.26667,0.19036,0.23966,7.766e-2,0.19939,1.07e-2,0.14922,-2.367e-2,0.10188,-3.685e-2,6.317e-2,-3.766e-2,3.458e-2,-3.23e-2,1.532e-2,-2.474e-2,3.57e-3,-1.726e-2,-2.73e-3,-1.097e-2,-5.39e-3,-6.21e-3,-5.86e-3,-2.94e-3,-5.2e-3,-8.9e-4,-4.08e-3,2.5e-4,-2.91e-3], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,-0.65625,0.15625,6.25e-2,0.0,0.0,6.25e-2,0.625,6.25e-2,0.1875,0.0,-3.125e-2,9.375e-2,6.25e-2,0.0,0.15625,-0.15625,0.4375,-0.375,0.0,-9.375e-2,0.0,0.0,3.125e-2,-0.46875,3.125e-2,0.0,-0.71875,3.125e-2,-3.125e-2,0.0,0.0,9.375e-2], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,-1.081e-2,1.0,-2.703e-2,1.0,-6.486e-2,0.95135,-1.622e-2,0.98919,-3.243e-2,0.98919,8.649e-2,1.0,-6.486e-2,0.95135,9.189e-2,0.97838,-5.41e-3,1.0,6.486e-2,1.0,4.324e-2,0.97838,9.189e-2,0.98556,1.251e-2,1.0,-3.243e-2,1.0,2.703e-2,1.0,-7.027e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.85271,5.426e-2,1.0,8.069e-2,1.0,1.0,0.91473,-7.75e-3,0.83721,3.876e-2,1.0,0.27153,1.0,1.0,0.81395,4.651e-2,0.90698,0.11628,1.0,0.5067,1.0,-1.0,0.8062,3.876e-2,1.0,0.71613,0.84496,6.977e-2,1.0,0.87317,1.0,1.0], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,0.90374,-1.604e-2,1.0,8.021e-2,1.0,1.604e-2,0.93048,5.35e-3,0.93583,-1.604e-2,1.0,0.0,1.0,6.417e-2,1.0,4.813e-2,0.91444,4.278e-2,0.96791,2.139e-2,0.9893,-1.604e-2,0.96257,5.348e-2,0.96974,4.452e-2,0.87701,1.07e-2,1.0,9.091e-2,0.97861,6.417e-2], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,-0.205,0.2875,0.23,0.1,0.2825,0.3175,0.3225,0.35,0.36285,-0.34617,9.25e-2,0.275,-9.5e-2,0.21,-8.75e-2,0.235,-0.34187,0.31408,-0.48,-8.0e-2,0.29908,0.33176,-0.58,-0.24,0.3219,-0.28475,-0.47,0.185,-0.27104,-0.31228,0.40445,3.05e-2], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.6,3.333e-2,0.63333,6.667e-2,0.7,6.667e-2,0.7,0.0,0.63333,0.0,0.8,0.0,0.73333,0.0,0.7,0.1,0.66667,0.1,0.73333,-3.333e-2,0.76667,0.0,0.63333,0.13333,0.65932,0.10168,0.6,0.13333,0.6,0.16667,0.63333,0.16667], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,5.866e-2,-8.38e-3,6.704e-2,8.38e-3,0.0,-1.117e-2,5.59e-3,-3.911e-2,1.676e-2,-7.542e-2,-5.59e-3,5.307e-2,6.425e-2,-3.352e-2,0.0,9.497e-2,-6.425e-2,7.542e-2,-4.749e-2,2.514e-2,2.793e-2,-5.59e-3,8.38e-3,5.59e-3,0.10335,-8.38e-3,3.073e-2,-2.79e-3,4.469e-2,0.0,4.749e-2,-3.352e-2], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,0.94653,0.28713,0.72554,0.67248,0.47564,0.82455,1.267e-2,0.89109,-0.24871,0.84475,-0.47644,0.56079,-0.75881,0.41743,-0.66455,7.208e-2,-0.65426,-0.19525,-0.52475,-0.44,-0.30851,-0.55089,-4.119e-2,-0.64792,0.16085,-0.5642,0.36752,-0.41901,0.46059,-0.22535,0.50376,-5.98e-2], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,5.46e-2,1.437e-2,-2.586e-2,4.598e-2,1.437e-2,4.598e-2,-7.759e-2,8.62e-3,1.724e-2,-6.609e-2,-3.736e-2,4.31e-2,-8.333e-2,-4.598e-2,-9.483e-2,8.046e-2,-4.023e-2,5.172e-2,2.011e-2,2.299e-2,-3.736e-2,-1.149e-2,3.161e-2,-8.62e-3,8.62e-3,1.724e-2,2.586e-2,1.149e-2,2.586e-2,1.149e-2,-4.598e-2,-5.75e-3], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.72414,-1.084e-2,0.79704,1.084e-2,0.8,1.97e-3,0.79015,1.084e-2,0.78424,-9.85e-3,0.8335,3.251e-2,0.85123,1.675e-2,0.80099,-7.88e-3,0.79113,-2.956e-2,0.75961,3.35e-2,0.74778,5.517e-2,0.72611,-1.478e-2,0.78041,6.12e-3,0.74089,-5.025e-2,0.82956,2.956e-2,0.79015,7.88e-3], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,3.852e-2,2.568e-2,4.28e-3,0.0,1.997e-2,-1.997e-2,2.14e-2,-4.993e-2,-4.85e-2,-1.284e-2,1.427e-2,-2.282e-2,0.0,-3.281e-2,-4.708e-2,-2.853e-2,-1.712e-2,3.566e-2,2.14e-2,4.28e-3,5.136e-2,-2.282e-2,5.136e-2,1.854e-2,3.994e-2,1.569e-2,1.997e-2,7.13e-3,-2.568e-2,-1.854e-2,-1.427e-2,1.997e-2], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,0.4709,0.22751,0.42328,0.33598,0.25661,0.47619,1.852e-2,0.49471,-2.116e-2,0.53968,-0.34127,0.31217,-0.4127,0.3254,-0.51587,6.878e-2,-0.5,-0.1164,-0.14815,-0.1455,-0.14815,-0.38095,-0.2328,2.65e-3,3.574e-2,-0.31739,0.15873,-0.21693,0.24868,-0.24339,0.2672,4.233e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,8.696e-2,6.86e-3,0.13959,-4.119e-2,0.10526,-8.238e-2,0.12586,-6.178e-2,0.23341,-1.144e-2,0.12357,7.78e-2,0.14645,-0.13501,0.29062,-4.805e-2,0.18993,7.323e-2,0.1167,0.0,0.11213,-2.29e-3,0.15103,-0.10297,8.467e-2,1.373e-2,0.11213,-6.636e-2,9.611e-2,-7.323e-2,0.1167,-6.865e-2], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,0.94333,0.38574,0.48263,0.64534,0.21572,0.77514,-0.55941,0.64899,-0.73675,0.42048,-0.76051,0.0,-0.62706,-0.31079,-0.38391,-0.62157,-0.12797,-0.69287,0.49909,-0.6362,0.71481,-0.3766,0.73857,-5.484e-2,0.60098,0.30384,0.45521,0.60512,2.742e-2,0.54479,-0.21572,0.50457], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,1.975e-2,7.05e-3,4.09e-2,-8.46e-3,2.116e-2,1.128e-2,1.128e-2,4.372e-2,2.82e-3,1.41e-3,1.975e-2,-3.103e-2,-1.975e-2,6.065e-2,-4.09e-2,2.68e-2,-2.398e-2,-4.23e-3,4.372e-2,-2.539e-2,1.834e-2,0.0,0.0,-1.269e-2,1.834e-2,-1.128e-2,5.64e-3,-1.551e-2,-1.693e-2,-2.398e-2,7.05e-3,0.0], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,0.85736,7.5e-4,0.81927,-5.676e-2,0.77521,-4.182e-2,0.84317,9.037e-2,0.86258,0.11949,0.88051,-6.124e-2,0.78342,3.51e-2,0.83719,-6.796e-2,0.8357,-0.1419,0.88125,1.195e-2,0.90515,2.24e-2,0.79686,-1.942e-2,0.82383,-3.678e-2,0.88125,-6.423e-2,0.73936,-1.942e-2,0.79089,-9.186e-2], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,1.0,-1.0,1.0,1.0,-1.0,1.0,1.0,-1.0,1.0,-1.0,-1.0,-1.0,-1.0,1.0,1.0,1.0,1.0,1.0,-1.0,1.0,1.0,-1.0,1.0,-1.0,1.0,1.0,1.0,1.0,-1.0,1.0,-1.0,1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.85209,0.39252,0.38887,0.76432,8.858e-2,0.98903,-0.42625,0.88744,-0.76229,0.4998,-0.93092,0.10768,-0.859,-0.31044,-0.6603,-0.55262,-0.1926,-0.86063,0.28444,-0.80496,0.64649,-0.3523,0.77814,-0.23324,0.71698,0.21343,0.3783,0.5831,0.19667,0.66315,-0.11215,0.64933], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,1.0,1.0,1.0,0.5125,0.625,-1.0,1.0,1.0,2.5e-2,3.125e-2,1.0,1.0,0.0,0.0,1.0,-1.0,1.0,1.0,1.0,1.0,0.3125,1.0,1.0,1.0,1.0,1.0,1.0,1.0,-0.94375,1.0,0.0,0.0], class: b -- Correct!
 Predicting class b for instance [1.0,0.0,1.0,0.54902,0.62745,1.0,1.961e-2,1.0,-0.4902,0.92157,-0.82353,0.58824,-1.0,0.11765,-0.96078,-0.33333,-0.64706,-0.68627,-0.23529,-0.86275,0.35294,-1.0,0.7451,-0.72549,0.92157,-0.21569,0.92874,0.21876,0.72549,0.56863,0.23529,0.90196,-0.11765,0.90196], class: g -- Incorrect
 Predicting class b for instance [1.0,0.0,0.0,0.0,-1.0,-1.0,-1.0,1.0,0.0,0.0,-1.0,1.0,1.0,1.0,1.0,-1.0,0.0,0.0,0.0,0.0,-1.0,-1.0,-1.0,1.0,1.0,0.4375,1.0,-1.0,0.0,0.0,-1.0,-1.0,-1.0,1.0], class: b -- Correct!
 Predicting class b for instance [1.0,0.0,0.44444,0.44444,0.53695,0.90763,-0.22222,1.0,-0.33333,0.88889,-1.0,0.33333,-1.0,-0.11111,-1.0,-0.22222,-0.66667,-0.77778,0.55556,-1.0,-0.22222,-0.77778,0.77778,-0.22222,0.33333,0.0,0.9212,0.45019,0.57454,0.84353,0.22222,1.0,-0.55556,1.0], class: g -- Incorrect
 Predicting class b for instance [0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,0.0,1.0,0.0,0.5,0.5,0.75,0.0,0.91201,0.12094,0.89067,0.1421,0.86922,0.16228,0.75,0.25,0.75,0.5,0.75,0.0,1.0,-0.25,0.5,0.5,0.73944,0.26388,0.75,0.25,0.69635,0.29074,0.67493,0.30293], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,-1.0,1.0,1.0,1.0,0.0,0.0,1.0,-1.0,1.0,-1.0,1.0,-1.0,-1.0,-1.0,0.0,0.0,-1.0,-1.0,0.0,0.0,0.0,0.0,-1.0,-1.0,1.0,-1.0,1.0,1.0,-1.0,-1.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,0.0,1.0,0.0,0.66667,0.11111,1.0,-0.11111,0.88889,-0.11111,1.0,-0.22222,0.77778,0.0,0.77778,0.0,1.0,-0.11111,0.77778,-0.11111,0.66667,-0.11111,0.66667,0.0,0.90347,-5.352e-2,1.0,0.11111,0.88889,-0.11111,1.0,0.0], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-1.0,-1.0,0.0,0.0,1.0,0.75,0.0,0.0,0.0,0.0,-1.0,1.0,0.0,0.0,1.0,-1.0,-1.0,-1.0,1.0,1.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,0.45455,1.0,-0.45455,1.0,9.091e-2,1.0,-9.091e-2,1.0,0.0,1.0,-0.27273,1.0,-0.18182,1.0,9.091e-2,1.0,0.0,1.0,-0.36364,1.0,9.091e-2,1.0,-9.091e-2,1.0,-4.914e-2,1.0,0.45455,1.0,-0.27273,1.0,-0.18182], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.62121,-0.63636,0.0,0.0,0.0,0.0,0.3447,0.28788,0.42803,0.39394,-7.576e-2,0.51894,0.36364,0.31439,-0.53788,0.32955,0.12121,-0.14773,1.894e-2,-0.53409,-0.57576,0.17803,0.29167,-0.27273,0.25758,-0.57576,0.43182,0.24242,0.18182,-2.273e-2,0.17045,-0.41667], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,1.0,0.11765,1.0,0.23529,1.0,0.41176,1.0,5.882e-2,1.0,0.23529,1.0,0.11765,1.0,0.47059,1.0,-5.882e-2,1.0,-0.11765,1.0,0.35294,1.0,0.41176,1.0,-0.11765,1.0,0.20225,1.0,5.882e-2,1.0,0.35294,1.0,0.23529], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.0,0.0,-1.0,-0.62766,1.0,0.51064,7.979e-2,-0.23404,-1.0,-0.3617,0.12766,-0.59043,1.0,-1.0,0.0,0.0,0.82979,-7.979e-2,-0.25,1.0,0.17021,-0.70745,0.0,0.0,-0.19149,-0.46809,-0.2234,-0.48936,0.74468,0.90426,-0.67553,0.45745], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.91667,0.29167,0.83333,-0.16667,0.70833,0.25,0.875,-8.333e-2,0.91667,4.167e-2,0.83333,0.125,0.70833,0.0,0.875,4.167e-2,1.0,8.333e-2,0.66667,-8.333e-2,0.75,0.16667,0.83333,-0.125,0.83796,5.503e-2,1.0,0.20833,0.70833,0.0,0.70833,4.167e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.1859,-0.16667,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.11538,-0.19071,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-5.128e-2,-6.571e-2,7.853e-2,8.974e-2,0.17308,-0.10897,0.125,9.615e-2,2.564e-2,-4.808e-2,0.16827,0.19551], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,1.0,-8.183e-2,1.0,-0.11326,0.99246,-0.29802,1.0,-0.33075,0.96662,-0.34281,0.85788,-0.47265,0.91904,-0.4817,0.73084,-0.65224,0.68131,-0.63544,0.8245,-0.78316,0.58829,-0.74785,0.67033,-0.96296,0.48757,-0.85669,0.37941,-0.83893,0.24117,-0.88846,0.29221,-0.89621], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,1.0,1.0,-1.0,1.0,-1.0,-0.82456,0.34649,0.21053,0.46053,7.018e-2,0.22807,5.702e-2,0.35088,0.34649,0.72807,-3.947e-2,0.22807,0.5307,0.0,0.0,-0.29825,-0.16228,1.0,-0.66667,1.0,-1.0,1.0,-0.24561,0.35088,0.20175,0.82895,7.895e-2], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,0.24077,0.99815,3.69e-3,0.80244,-0.30133,0.89919,-0.23486,0.70643,-0.24077,0.73855,-0.30539,0.71492,-0.36078,0.47194,-0.61189,0.40473,-0.55059,0.61041,-0.39328,0.53176,-0.32681,0.23966,-0.52142,0.29208,-0.4839,0.12777,-0.39143,0.15657,-0.51329,0.18353,-0.46603], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,-1.0,1.0,1.0,-1.0,0.0,0.0,0.0,0.0,1.0,-1.0,1.0,1.0,0.0,0.0,1.0,-1.0,0.0,0.0,0.0,0.0,1.0,1.0,-1.0,1.0,1.0,-1.0,-1.0,1.0,-1.0,-1.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.92247,-0.19448,0.96419,-0.17674,0.87024,-0.22602,0.81702,-0.2707,0.79271,-0.28909,0.70302,-0.49639,0.63338,-0.49967,0.37254,-0.70729,0.2707,-0.72109,0.40506,-0.54172,0.33509,-0.59691,0.1475,-0.63601,9.312e-2,-0.59589,-7.162e-2,-0.54928,-1.84e-2,-0.54074,-7.457e-2,-0.47898], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,-1.0,-1.0,-0.50694,1.0,1.0,-1.0,1.0,0.53819,0.0,0.0,0.23958,-1.0,1.0,1.0,0.0,0.0,1.0,1.0,1.0,1.0,0.0,0.0,-0.71528,1.0,0.33333,-1.0,1.0,-1.0,0.69792,-1.0,0.47569,1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.84177,0.4346,0.5,0.7616,9.916e-2,0.9346,-0.37764,0.88186,-0.72363,0.61181,-0.93882,0.19409,-0.86709,-0.25527,-0.62869,-0.65612,-0.25105,-0.85654,0.16245,-0.86498,0.51477,-0.66878,0.74895,-0.28903,0.77937,7.933e-2,0.64135,0.42827,0.31435,0.62447,-4.22e-3,0.69409], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,1.0,1.0,0.0,0.0,1.0,-1.0,-1.0,-1.0,1.0,1.0,1.0,-1.0,0.0,0.0,1.0,-1.0,1.0,1.0,0.0,0.0,1.0,-1.0,-1.0,-1.0,1.0,1.0,-1.0,1.0,-1.0,1.0,0.0,0.0], class: b -- Correct!
 Predicting class b for instance [1.0,0.0,1.0,0.63548,1.0,1.0,0.77123,1.0,-0.33333,1.0,-1.0,1.0,0.0,1.0,-1.0,1.0,-1.0,0.0,-1.0,-0.66667,-1.0,-0.92536,-1.0,-0.33333,-0.33333,-1.0,0.19235,-1.0,1.0,-1.0,0.0,-1.0,1.0,-0.66667], class: g -- Incorrect
 Predicting class b for instance [0.0,0.0,-1.0,1.0,-1.0,-1.0,0.0,0.0,-1.0,1.0,1.0,-1.0,-1.0,-1.0,-1.0,1.0,0.0,0.0,-1.0,-1.0,-1.0,1.0,0.0,0.0,1.0,-1.0,1.0,1.0,1.0,-1.0,1.0,1.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,6.843e-2,1.0,0.14211,1.0,0.22108,1.0,-0.125,1.0,0.39495,1.0,0.48981,1.0,0.58986,-0.375,1.0,1.0,0.0,1.0,0.92001,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.25,1.0,1.0,1.0,1.0], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,-1.0,-1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,-1.0,0.0,0.0,-1.0,-1.0,0.0,0.0,1.0,1.0,1.0,-1.0,1.0,-1.0,0.0,0.0,0.0,0.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.64947,-7.896e-2,0.58264,-0.1438,-0.13129,-0.21384,0.29796,4.403e-2,0.38096,-0.26339,0.28931,-0.31997,3.459e-2,-0.18947,0.20269,-0.29441,0.15196,-0.29052,9.513e-2,-0.31525,6.556e-2,-0.26795,3.004e-2,-0.25124,-4.6e-4,-0.2321,-2.612e-2,-0.21129,-4.717e-2,-0.1895,1.336e-2,-0.27201], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,-0.33333,0.16667,0.26042,0.0,0.0,0.0,0.0,0.0,0.0,-0.19792,-0.21875,-0.16667,0.90625,-1.0,0.5,4.167e-2,0.75,-0.22917,-1.0,-0.125,-0.27083,-0.19792,-0.9375], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,5.149e-2,0.99363,0.10123,0.96142,0.14756,0.95513,-0.26496,0.66026,0.54701,0.80426,0.25283,0.73781,0.2738,0.66775,0.28714,0.59615,0.29304,0.52494,0.292,0.45582,0.28476,0.39023,0.27226,0.3293,0.25553,0.27381,0.23568,0.22427,0.21378,0.18086,0.19083], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,1.0,-9.524e-2,-1.0,-1.0,-1.0,-1.0,1.0,0.31746,0.81349,0.7619,-1.0,-1.0,-1.0,1.0,0.47364,1.0,1.0,1.0,0.68839,-1.0,-1.0,-1.0,0.82937,0.36508,1.0,1.0,1.0,0.50794,-1.0,-0.3254,-1.0,0.72831], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.93669,-1.9e-3,0.60761,0.43204,0.92314,-0.40129,0.93123,0.16828,0.96197,9.061e-2,0.99676,8.172e-2,0.91586,5.097e-2,0.84628,-0.25324,0.87379,-0.14482,0.84871,0.26133,0.75081,-3.641e-2,0.84547,-2.589e-2,0.87293,-2.302e-2,0.98544,9.385e-2,0.78317,-0.10194,0.85841,-0.14725], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,1.0,-1.0,1.0,1.0,1.0,1.0,1.0,-0.5,1.0,1.0,1.0,1.0,1.0,1.0,0.0,0.0,1.0,1.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,0.625,1.0,-0.75,-0.75,1.0,1.0,1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,0.23058,1.0,-0.78509,1.0,-0.10401,1.0,0.15414,1.0,0.2782,0.9812,-6.861e-2,1.0,6.61e-2,0.95802,-0.18954,0.83584,-0.15633,0.974,3.728e-2,0.99624,9.242e-2,1.0,-1.253e-2,0.96238,-4.597e-2,0.91165,3.885e-2,1.0,-0.13722,0.96523,-0.11717], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.36876,-1.0,-1.0,-1.0,-7.661e-2,1.0,1.0,0.95041,0.74597,-0.3871,-1.0,-0.79313,-9.677e-2,1.0,0.48684,0.46502,0.31755,-0.27461,-0.14343,-0.20188,-0.11976,6.895e-2,3.021e-2,6.639e-2,3.443e-2,-1.186e-2,-4.03e-3,-1.672e-2,-7.61e-3,1.08e-3,1.5e-4,3.25e-3], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.79847,0.38265,0.80804,-0.16964,1.0,-7.653e-2,0.98151,-7.398e-2,0.70217,0.20663,0.99745,2.105e-2,0.98214,2.487e-2,1.0,-0.13074,0.95663,7.717e-2,1.0,1.91e-3,0.90306,0.30804,1.0,-0.14541,1.0,-3.94e-3,0.75638,7.908e-2,1.0,-0.1875,1.0,-5.74e-2], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,1.0,1.0,1.0,-1.0,0.0,0.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,0.0,1.0,1.0,1.0,-1.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,-0.28428,1.0,-0.25346,0.94623,-0.35094,1.0,-0.30566,0.92736,-0.49057,0.90818,-0.44119,0.75723,-0.58899,0.69748,-0.58019,0.59623,-0.57579,0.68459,-0.70975,0.54465,-0.87327,0.49214,-0.73333,0.35504,-0.76054,0.26352,-0.78239,0.16604,-0.73145,0.13994,-0.7], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.85,-1.0,0.0,0.0,1.0,-1.0,0.0,0.0,-1.0,-1.0,-1.0,-1.0,1.0,-1.0,-0.6,-1.0,1.0,1.0,-1.0,-0.2,1.0,-1.0,0.0,1.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,9.091e-2,0.95455,-9.091e-2,0.77273,0.0,1.0,0.0,0.95455,0.0,1.0,4.545e-2,0.90909,-4.545e-2,1.0,0.0,1.0,0.0,0.86364,9.091e-2,0.77273,9.091e-2,0.90909,4.545e-2,0.91541,2.897e-2,0.95455,9.091e-2,0.86364,-9.091e-2,0.86364,4.545e-2], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,0.0,0.0,-1.0,1.0,1.0,1.0,-1.0,-1.0,0.0,0.0,-1.0,-1.0,-1.0,-0.3125,-1.0,-1.0,1.0,-1.0,1.0,-1.0,0.0,0.0,1.0,-1.0,-1.0,-1.0,0.0,0.0,1.0,-1.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.91176,-8.824e-2,0.97059,0.17647,0.82353,8.824e-2,0.91176,-2.941e-2,0.97059,-0.17647,0.97059,0.14706,0.94118,2.941e-2,1.0,0.0,1.0,0.0,0.76471,0.11765,0.88235,2.941e-2,0.85294,2.941e-2,0.92663,2.6e-2,0.94118,-0.11765,0.97059,5.882e-2,0.91176,5.882e-2], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,-1.0,1.0,-1.0,0.15244,0.28354,1.0,-1.0,1.0,-1.0,-1.0,1.0,1.0,-1.0,-0.23476,0.28301,-1.0,1.0,1.0,-0.31402,-1.0,-1.0,-1.0,1.0,-1.0,-1.0,-3.578e-2,1.0,-1.0,-1.0,-0.32317,0.14939,1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.47368,-0.10526,0.83781,1.756e-2,0.83155,2.615e-2,0.68421,-5.263e-2,0.68421,0.0,0.79856,5.028e-2,0.78315,5.756e-2,0.84211,0.47368,1.0,5.263e-2,0.7255,7.631e-2,0.70301,8.141e-2,0.42105,0.21053,0.65419,8.968e-2,0.52632,-0.21053,0.6015,9.534e-2,0.57418,9.719e-2], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,-6.41e-3,-0.5,0.0,0.0,-1.923e-2,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3141,0.92949,-0.35256,0.74359,-0.34615,-0.80769,0.0,0.0,-0.61538,-0.51282,0.0,0.0,0.0,0.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,0.45455,1.0,0.54545,0.81818,0.63636,1.0,-9.091e-2,1.0,0.0,0.81818,-0.45455,0.63636,0.27273,1.0,-0.63636,1.0,-0.27273,0.90909,-0.45455,1.0,7.75e-2,1.0,-9.091e-2,1.0,8.867e-2,1.0,0.36364,1.0,0.63636,0.72727,0.27273], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,-1.0,-1.0,1.0,-1.0,-1.0,1.0,0.0,0.0,1.0,-1.0,1.0,-1.0,0.0,0.0,0.0,0.0,0.0,0.0,-1.0,1.0,1.0,-1.0,-1.0,1.0,1.0,1.0,0.0,0.0,1.0,0.5,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.45455,9.091e-2,0.63636,9.091e-2,0.27273,0.18182,0.63636,0.0,0.36364,-9.091e-2,0.45455,-9.091e-2,0.48612,-1.343e-2,0.63636,-0.18182,0.45455,0.0,0.36364,-9.091e-2,0.27273,0.18182,0.36364,-9.091e-2,0.34442,-1.768e-2,0.27273,0.0,0.36364,0.0,0.28985,-1.832e-2], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,-1.0,-0.59677,0.0,0.0,-1.0,0.64516,-0.87097,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-1.0,-1.0,0.0,0.0,0.29839,0.23387,1.0,0.51613,0.0,0.0,0.0,0.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,0.14286,1.0,0.71429,1.0,0.71429,1.0,-0.14286,0.85714,-0.14286,1.0,2.534e-2,1.0,0.0,0.42857,-0.14286,1.0,3.617e-2,1.0,-0.28571,1.0,0.0,0.28571,-0.28571,1.0,4.891e-2,1.0,5.182e-2,1.0,0.57143,1.0,0.0], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,-1.0,1.0,-1.0,1.0,1.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.87032,0.46972,0.53945,0.82161,0.1038,0.95275,-0.38033,0.87916,-0.73939,0.58226,-0.92099,0.16731,-0.82417,-0.24942,-0.59383,-0.63342,-0.24012,-0.82881,0.18823,-0.78699,0.51557,-0.5743,0.69274,-0.24843,0.69097,0.10484,0.52798,0.39762,0.25974,0.56573,-6.739e-2,0.57552], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,1.0,-1.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,-1.0,1.0,-1.0,1.0,-1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,-1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.92657,4.174e-2,0.89266,0.15766,0.86098,0.19791,0.83675,0.36526,0.80619,0.40198,0.76221,0.40552,0.66586,0.4836,0.60101,0.51752,0.53392,0.5218,0.48435,0.54212,0.42546,0.55684,0.3334,0.55274,0.26978,0.54214,0.22307,0.53448,0.14312,0.49124,0.11573,0.46571], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,1.0,1.0,1.0,-1.0,1.0,-1.0,1.0,1.0,0.0,0.0,1.0,-1.0,0.0,0.0,0.0,0.0,0.0,0.0,-1.0,1.0,1.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,-1.0,-1.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.93537,0.13645,0.93716,0.25359,0.85705,0.38779,0.79039,0.47127,0.72352,0.59942,0.6526,0.75,0.5083,0.73586,0.41629,0.82742,0.25539,0.85952,0.13712,0.85615,4.94e-3,0.88869,-7.361e-2,0.7978,-0.20995,0.78004,-0.33169,0.71454,-0.38532,0.64363,-0.47419,0.55835], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,1.0,-1.0,-1.0,1.0,-1.0,1.0,1.0,1.0,1.0,1.0,-1.0,-1.0,-1.0,-1.0,1.0,1.0,1.0,-1.0,-1.0,-1.0,-1.0,-1.0,1.0,0.0,1.0,-1.0,1.0,-1.0,-1.0,1.0,-1.0,1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.80627,0.13069,0.73061,0.24323,0.64615,0.19038,0.36923,0.45577,0.44793,0.46439,0.25,0.57308,0.25192,0.37115,0.15215,0.51877,-9.808e-2,0.575,-3.462e-2,0.42885,-8.856e-2,0.44424,-0.14943,0.40006,-0.1994,0.34976,-0.23832,0.29541,-0.26634,0.23896,-0.23846,0.31154], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,1.0,-1.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,-1.0,1.0,-1.0,1.0,1.0,1.0,1.0,1.0,-1.0,1.0,-1.0,1.0,-1.0,1.0,1.0,1.0,-1.0,1.0,1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.97467,0.13082,0.9412,0.20036,0.88783,0.32248,0.89009,0.32711,0.8555,0.45217,0.72298,0.52284,0.69946,0.5882,0.58548,0.66893,0.48869,0.70398,0.44245,0.68159,0.35289,0.75622,0.26832,0.7621,0.16813,0.78541,7.497e-2,0.80439,-2.962e-2,0.77702,-0.10289,0.74242], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,1.0,-1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,-1.0,0.0,0.0,-1.0,1.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.92308,0.15451,0.86399,0.29757,0.72582,0.3679,0.70588,0.5683,0.57449,0.62719,0.4327,0.74676,0.31705,0.67697,0.19128,0.76818,4.686e-2,0.76171,-0.12064,0.76969,-0.18479,0.71327,-0.29291,0.65708,-0.38798,0.58553,-0.46799,0.50131,-0.53146,0.40732,-0.56231,0.35095], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,0.0,0.0,1.0,1.0,1.0,1.0,0.0,0.0,0.0,0.0,-1.0,-1.0,0.0,0.0,-1.0,-1.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,-1.0,1.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.88804,0.38138,0.65926,0.69431,0.29148,0.87892,-6.726e-2,0.90135,-0.39597,0.80441,-0.64574,0.56502,-0.8296,0.26906,-0.7894,-8.205e-2,-0.6278,-0.30942,-0.46637,-0.55605,-0.16449,-0.64338,9.562e-2,-0.61055,0.30406,-0.48392,0.43227,-0.29838,0.47029,-9.461e-2,0.42152,0.12556], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,1.0,-1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,1.0,1.0,-1.0,1.0,-1.0,1.0,-1.0,1.0,-1.0,1.0,1.0,1.0,-1.0,1.0,1.0,1.0,1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.73523,-0.38293,0.80151,0.10278,0.78826,0.15266,0.5558,5.252e-2,1.0,0.21225,0.71947,0.28954,0.68798,0.32925,0.49672,0.17287,0.64333,-2.845e-2,0.57399,0.42528,0.5312,0.44872,0.9453,0.57549,0.44174,0.482,0.12473,1.0,0.3507,0.49721,0.30588,0.49831], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.94649,8.92e-3,0.97287,-2.6e-3,0.98922,3.72e-3,0.95801,1.598e-2,0.94054,3.53e-2,0.97213,4.719e-2,0.98625,1.858e-2,0.94277,7.135e-2,0.98551,-7.06e-3,0.9777,4.98e-2,0.96358,7.098e-2,0.93274,8.101e-2,0.95243,4.356e-2,0.97473,8.18e-3,0.97845,7.061e-2,1.0,-2.6e-3], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,1.0,1.0,-1.0,-1.0,-1.0,-1.0,0.0,0.0,0.0,0.0,-1.0,-1.0,0.0,0.0,0.0,0.0,0.0,0.0,-1.0,1.0,1.0,1.0,0.0,0.0,1.0,-1.0,0.0,0.0,-1.0,-1.0,-1.0,-1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.50466,-0.169,0.71442,1.513e-2,0.71063,2.258e-2,0.68065,1.282e-2,0.34615,5.594e-2,0.6905,4.393e-2,0.68101,5.058e-2,0.67023,5.692e-2,0.63403,-4.662e-2,0.64503,6.856e-2,0.63077,7.381e-2,0.84033,0.18065,0.59935,8.304e-2,0.38228,6.76e-2,0.56466,9.046e-2,0.54632,9.346e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.68729,1.0,0.91973,-0.76087,0.81773,4.348e-2,0.76087,0.10702,0.86789,0.73746,0.70067,0.18227,0.7592,0.13712,0.93478,-0.25084,0.70736,0.18729,0.64883,0.24582,0.60201,0.77425,1.0,-0.53846,0.89262,0.22216,0.7107,0.53846,1.0,-6.522e-2,0.56522,0.23913], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,0.76296,-7.778e-2,1.0,-0.2963,1.0,-0.85741,0.8,6.111e-2,0.45556,-0.42778,1.0,-0.12581,1.0,-0.83519,0.49259,1.852e-2,0.82222,-5.926e-2,0.98215,-0.19938,1.0,0.22037,0.6963,-0.26481,0.92148,-0.24549,0.78889,2.037e-2,0.87492,-0.27105,1.0,-0.57037], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.38521,0.15564,0.41245,7.393e-2,0.26459,0.24125,0.23346,0.1323,0.19455,0.25292,0.24514,0.36965,8.949e-2,0.22957,-3.891e-2,0.36965,5.058e-2,0.24903,0.24903,9.728e-2,7.782e-2,0.29961,-2.494e-2,0.28482,-6.024e-2,0.26256,-0.14786,0.14786,-9.339e-2,0.31128,-0.19066,0.28794], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,0.5754,-3.175e-2,0.75198,-5.357e-2,0.61508,-1.19e-2,0.53968,3.373e-2,0.61706,9.921e-2,0.59127,-2.381e-2,0.62698,1.19e-2,0.70833,2.579e-2,0.60317,1.587e-2,0.47817,-2.778e-2,0.59127,3.77e-2,0.5,3.968e-2,0.61291,-1.237e-2,0.61706,-0.13492,0.68849,-1.389e-2,0.625,-3.175e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,6.404e-2,-0.15271,-4.433e-2,5.911e-2,8.374e-2,-2.463e-2,-1.478e-2,0.18719,6.404e-2,0.0,0.12315,-9.852e-2,5.911e-2,0.0,1.97e-2,-2.956e-2,-0.12808,-0.2069,6.897e-2,1.478e-2,6.897e-2,2.956e-2,7.882e-2,0.16256,0.28079,-4.926e-2,-5.911e-2,-9.36e-2,4.433e-2,5.419e-2,7.389e-2,-0.10837], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,0.61857,0.1085,0.70694,-6.935e-2,0.70358,1.678e-2,0.74273,2.24e-3,0.71029,0.15772,0.71588,-2.24e-3,0.79754,6.6e-2,0.83669,-0.16555,0.6868,-9.06e-2,0.62528,-1.342e-2,0.60962,0.11745,0.71253,-9.508e-2,0.69845,-1.673e-2,0.63311,4.81e-2,0.78859,-5.145e-2,0.65213,-4.698e-2], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.25316,0.35949,0.0,0.0,-0.2962,-1.0,0.0,0.0,7.595e-2,-7.342e-2,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7.59e-3,0.68101,-0.2,0.33671,-0.1038,0.35696,5.57e-2,-1.0,0.0,0.0,6.329e-2,-1.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.88103,-8.57e-3,0.89818,-2.465e-2,0.94105,-1.822e-2,0.89175,-0.12755,0.82208,-0.10932,0.88853,1.179e-2,0.90782,-0.13719,0.87138,-6.109e-2,0.90782,-2.358e-2,0.87996,-0.14577,0.82851,-0.12433,0.90139,-0.19507,0.88245,-0.14903,0.84352,-0.12862,0.88424,-0.18542,0.91747,-0.16827], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.42708,-0.5,0.0,0.0,0.0,0.0,0.46458,0.51042,0.58958,2.083e-2,0.0,0.0,0.0,0.0,0.16458,-0.45417,0.59167,-0.18333,0.0,0.0,0.0,0.0,0.9875,-0.40833,-1.0,-1.0,-0.27917,-0.75625,0.0,0.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.88853,1.631e-2,0.92007,1.305e-2,0.92442,1.359e-2,0.89179,-0.10223,0.90103,-8.428e-2,0.9304,-1.033e-2,0.93094,-8.918e-2,0.86025,-5.057e-2,0.89451,-4.024e-2,0.88418,-0.12126,0.88907,-0.11909,0.8298,-0.14138,0.86453,-0.11808,0.85536,-0.13051,0.83524,-0.12452,0.86786,-0.12235], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.0,0.0,1.0,0.12889,0.88444,-2.0e-2,0.0,0.0,1.0,-0.42444,1.0,0.19556,1.0,-5.333e-2,1.0,-0.81556,0.0,0.0,1.0,-4.0e-2,1.0,-0.18667,0.0,0.0,1.0,-1.0,0.0,0.0,1.0,0.11778,0.90667,-9.556e-2], class: b -- Incorrect
 Predicting class g for instance [1.0,0.0,0.81143,3.714e-2,0.85143,-1.43e-3,0.79,7.14e-3,0.79571,-4.286e-2,0.87571,0.0,0.85571,-6.714e-2,0.86429,2.86e-3,0.82857,-5.429e-2,0.81,-0.11857,0.76857,-8.429e-2,0.84286,-5.0e-2,0.77,-6.857e-2,0.81598,-8.669e-2,0.82571,-0.10429,0.81429,-5.0e-2,0.82143,-0.15143], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-1.0,1.0,1.0,0.55172,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.4987,1.818e-2,0.43117,-9.61e-2,0.50649,-4.156e-2,0.5013,9.61e-2,0.44675,5.974e-2,0.55844,-0.11948,0.51688,-3.636e-2,0.52727,-5.974e-2,0.55325,-1.039e-2,0.48571,-3.377e-2,0.49091,-1.039e-2,0.59221,0.0,0.53215,-3.28e-2,0.43117,3.377e-2,0.54545,-5.455e-2,0.58961,-8.571e-2], class: g -- Correct!
 Predicting class b for instance [0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,-1.0,0.0,0.0,0.0,0.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,0.5,1.0,0.25,0.25,1.0,0.16851,0.9118,-0.13336,0.80454,-0.34107,0.60793,-0.4382,0.37856,-0.43663,0.16709,-0.36676,6.78e-3,-0.26477,-9.025e-2,-0.16178,-0.12964,-7.782e-2,-0.12744,-2.089e-2,-0.10242,1.033e-2,-7.036e-2,2.224e-2,-4.142e-2,2.249e-2,-2.017e-2], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,-1.0,-1.0,0.0,0.0,1.0,-0.11111,0.0,0.0,0.0,0.0,-1.0,1.0,1.0,1.0,1.0,-1.0,0.0,0.0,1.0,-1.0,0.0,0.0,0.0,0.0,1.0,1.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.87048,0.38027,0.64099,0.69212,0.31347,0.86625,-3.933e-2,0.9074,-0.42173,0.79346,-0.70561,0.5156,-0.81049,0.22735,-0.81136,-0.12539,-0.67474,-0.38102,-0.38334,-0.62861,-0.13013,-0.70762,0.15552,-0.66421,0.38544,-0.51568,0.52573,-0.29897,0.56239,-5.938e-2,0.5146,0.16645], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-1.0,1.0,0.0,0.0,1.0,0.37333,-0.12,-0.12,0.0,0.0,-1.0,-1.0,0.0,0.0,1.0,-1.0,0.0,0.0,1.0,0.22667,0.0,0.0,0.0,0.0,0.0,0.0], class: b -- Correct!
 Predicting class g for instance [1.0,0.0,0.88179,0.43491,0.59573,0.77655,0.19672,0.94537,-0.24103,0.92544,-0.62526,0.71257,-0.86443,0.33652,-0.92384,-5.338e-2,-0.77356,-0.44707,-0.4695,-0.73285,-0.10237,-0.82217,0.26384,-0.7757,0.55984,-0.5591,0.72147,-0.24433,0.72478,9.599e-2,0.58137,0.38915,0.34749,0.57656], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.32834,2.52e-2,0.15236,0.21278,0.14919,0.74003,-0.25706,0.92324,-0.10312,0.1938,-0.61352,0.25786,-0.94053,-5.409e-2,-0.13117,-0.14329,-0.30315,-0.44615,-0.11409,-0.85597,2.668e-2,-0.22786,0.27942,-6.295e-2,0.33737,-0.11876,0.27657,-0.11409,0.15078,0.13296,0.12197,0.20468], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.83427,0.39121,0.5404,0.78579,0.12326,0.89402,-0.33221,0.83578,-0.70086,0.59564,-0.86622,0.21909,-0.84442,-0.24164,-0.59714,-0.61894,-0.19354,-0.87787,0.12439,-0.89064,0.51109,-0.72454,0.79143,-0.27734,0.83008,8.718e-2,0.66592,0.49079,0.37542,0.70011,-3.983e-2,0.79444], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.62335,-3.49e-2,0.59085,4.81e-3,0.60409,-7.461e-2,0.63177,9.63e-3,0.62455,-7.461e-2,0.67028,7.22e-2,0.62936,-8.424e-2,0.67509,9.146e-2,0.67148,0.0,0.58965,0.10108,0.5006,3.129e-2,0.65945,0.14079,0.60463,2.019e-2,0.51384,4.452e-2,0.61733,-9.63e-3,0.61372,-9.146e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.74449,-2.39e-2,0.70772,3.309e-2,0.72243,0.16912,0.79228,7.721e-2,0.81434,0.43934,0.63787,5.51e-3,0.70772,0.21691,1.0,6.066e-2,0.61029,5.147e-2,0.67463,4.228e-2,0.52022,-0.25,0.72978,-0.15809,0.61727,7.124e-2,0.30882,8.64e-2,0.55916,7.458e-2,0.60294,0.21691], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.61538,0.18923,0.78157,1.78e-2,0.77486,2.647e-2,0.65077,-0.10308,0.77538,8.0e-2,0.73961,5.06e-2,0.72322,5.776e-2,0.68615,-8.923e-2,0.61692,0.16308,0.66233,7.573e-2,0.63878,8.041e-2,0.60154,-7.231e-2,0.58803,8.767e-2,0.55077,0.25692,0.53389,9.207e-2,0.50609,9.322e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.68317,5.375e-2,0.84803,2.02e-3,0.84341,3.01e-3,0.843,9.901e-2,0.75813,4.102e-2,0.81892,5.85e-3,0.80738,6.73e-3,0.80622,-0.12447,0.77935,-3.536e-2,0.76365,9.09e-3,0.74635,9.78e-3,0.79632,-4.243e-2,0.70824,1.096e-2,0.62235,0.11598,0.66624,1.19e-2,0.64407,1.227e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.5,0.0,0.38696,0.10435,0.4913,6.522e-2,0.46957,-3.913e-2,0.35652,-0.12609,0.45652,4.783e-2,0.50435,2.609e-2,0.35652,0.19565,0.42174,0.14783,0.42174,-2.609e-2,0.32174,-0.11304,0.47391,-8.7e-3,0.41789,6.908e-2,0.38696,3.913e-2,0.35217,0.14783,0.44783,0.17391], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.7983,9.417e-2,0.78129,0.20656,0.71628,0.28068,0.6932,0.41252,0.65917,0.50122,0.57898,0.60814,0.4921,0.58445,0.33354,0.67861,0.29587,0.63548,9.599e-2,0.68104,2.066e-2,0.72236,-8.748e-2,0.63183,-0.11925,0.60696,-0.18226,0.56015,-0.25516,0.51701,-0.27339,0.42467], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,9.802e-2,1.0,0.25101,0.9839,0.33044,0.80365,0.5302,0.74977,0.60297,0.56937,0.71942,0.55311,0.74079,0.29452,0.82193,0.21137,0.79777,9.709e-2,0.82162,-1.734e-2,0.7987,-0.15144,0.75596,-0.22839,0.69187,-0.31713,0.60948,-0.40291,0.54522,-0.42815,0.44534], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.8941,0.13425,0.87001,0.31543,0.78896,0.43388,0.63388,0.59975,0.54003,0.71016,0.39699,0.76161,0.24266,0.79523,9.134e-2,0.79598,-9.159e-2,0.76261,-0.20201,0.66926,-0.30263,0.6261,-0.40552,0.50489,-0.46215,0.40753,-0.50314,0.27252,-0.52823,0.19172,-0.48808,5.972e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.94631,0.17498,0.90946,0.33143,0.85096,0.4996,0.73678,0.63842,0.59215,0.73838,0.48698,0.83614,0.30459,0.90665,0.17959,0.93429,-7.01e-3,0.93109,-0.1888,0.89383,-0.33023,0.82492,-0.46534,0.76482,-0.58563,0.66335,-0.67929,0.52564,-0.75321,0.42488,-0.8121,0.26092], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.91767,0.18198,0.8609,0.35543,0.72873,0.45747,0.60425,0.69865,0.50376,0.74922,0.361,0.81795,0.15664,0.83558,3.96e-3,0.8521,-0.1639,0.77853,-0.35996,0.76193,-0.43087,0.65385,-0.5314,0.53886,-0.60328,0.40972,-0.64511,0.27338,-0.6571,0.13667,-0.64056,5.394e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.76627,0.21106,0.63935,0.38112,0.48409,0.525,0.15,0.22273,0.13753,0.59565,-7.727e-2,0.44545,0.0,0.48636,-0.27491,0.42014,-0.56136,0.36818,-0.36591,0.18864,-0.40533,7.588e-2,-0.38483,-3.229e-2,-0.33942,-0.12486,-0.2754,-0.19714,-0.19962,-0.24648,-0.11894,-0.27218], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.5894,-0.60927,0.8543,0.55298,0.81126,7.285e-2,0.56623,0.16225,0.32781,0.24172,0.50331,0.12252,0.63907,0.19868,0.71854,0.42715,0.54305,0.13907,0.65232,0.27815,0.68874,7.285e-2,0.51872,0.26653,0.49013,0.27687,0.46216,0.28574,0.43484,0.29324,0.40821,0.29942], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,0.11385,0.70019,-0.12144,0.81594,9.677e-2,0.71157,1.139e-2,0.56167,-7.78e-2,0.6907,0.12524,0.58634,3.985e-2,0.53131,-3.416e-2,0.6945,0.16888,0.72676,7.211e-2,0.32068,5.882e-2,0.53321,0.37381,0.4909,0.17951,0.1518,0.32448,0.44141,0.18897,0.56167,0.1518], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.84843,6.794e-2,0.80562,-2.299e-2,0.77031,-3.299e-2,0.66725,-6.62e-2,0.59582,-7.666e-2,0.6726,-5.771e-2,0.6426,-6.438e-2,0.39199,4.53e-2,0.71254,1.394e-2,0.5597,-8.039e-2,0.5343,-8.453e-2,0.47038,-0.22822,0.48659,-9.128e-2,0.52613,-8.537e-2,0.44277,-9.621e-2,0.42223,-9.808e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,8.013e-2,0.96775,-4.82e-3,0.96683,-7.22e-3,0.8798,-3.923e-2,1.0,1.419e-2,0.96186,-1.436e-2,0.95947,-1.671e-2,0.98497,1.002e-2,0.91152,-8.848e-2,0.95016,-2.364e-2,0.94636,-2.591e-2,0.98164,2.003e-2,0.93772,-3.034e-2,1.0,-5.843e-2,0.92774,-3.464e-2,0.92226,-3.673e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.47938,-0.12371,0.42784,-0.12371,0.70103,-0.39175,0.73196,7.216e-2,0.26289,-0.21649,0.49485,0.15979,0.45361,-0.11856,0.42268,6.186e-2,0.5,-0.2732,0.54639,0.18557,0.42268,8.247e-2,0.70619,0.19588,0.53396,-0.12447,0.15464,-0.26289,0.47423,4.124e-2,0.45361,-0.51546], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.6351,-4.388e-2,0.7653,2.968e-2,0.61432,0.36028,0.65358,-4.62e-3,0.64203,8.314e-2,0.79446,-0.43418,0.72517,0.54965,0.59584,0.13857,0.6351,0.2194,0.63279,-0.25404,0.70951,0.15359,0.64665,0.23095,0.68775,0.17704,0.61663,7.621e-2,0.66316,0.19841,0.69053,0.36721], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.50112,-3.596e-2,0.61124,1.348e-2,0.58876,1.573e-2,0.58876,2.472e-2,0.66742,-4.49e-3,0.71685,-4.719e-2,0.66517,8.99e-3,0.57303,2.472e-2,0.64719,-7.416e-2,0.56854,0.14157,0.57528,-3.596e-2,0.46517,4.944e-2,0.56588,8.24e-3,0.4764,-3.596e-2,0.54607,0.10562,0.60674,-8.09e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.71521,-6.47e-3,0.66667,-4.207e-2,0.63107,-5.178e-2,0.77994,8.091e-2,0.67314,9.709e-2,0.64725,0.15858,0.60194,-1.942e-2,0.54369,-4.531e-2,0.46926,-0.10032,0.64725,0.14887,0.39159,0.21683,0.52427,-5.502e-2,0.45105,4.0e-4,0.31392,-6.796e-2,0.49191,-0.1068,0.30421,-5.178e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.68148,0.1037,0.77037,3.457e-2,0.65185,8.148e-2,0.60988,-4.94e-3,0.79012,0.11852,0.59753,4.938e-2,0.62469,9.63e-2,0.78272,-0.17531,0.73827,-0.10864,0.48642,9.88e-3,0.60988,8.148e-2,0.66667,-0.1284,0.63773,-2.451e-2,0.76543,2.222e-2,0.61235,-7.16e-2,0.51358,-4.691e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.60678,-2.712e-2,0.67119,4.068e-2,0.52881,-4.407e-2,0.50508,3.729e-2,0.70508,-7.797e-2,0.57966,-2.034e-2,0.5322,7.797e-2,0.64068,0.11864,0.56949,-2.373e-2,0.5322,6.78e-3,0.71525,-3.39e-2,0.52881,-3.39e-2,0.57262,7.5e-3,0.58644,-3.39e-3,0.58983,-2.712e-2,0.50169,6.78e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.49515,9.709e-2,0.29612,5.825e-2,0.34951,0.0,0.57282,-2.427e-2,0.58252,2.427e-2,0.33495,4.854e-2,0.52427,4.85e-3,0.47087,-0.1068,0.43204,4.85e-3,0.34951,5.825e-2,0.18932,0.25728,0.31068,-0.15049,0.36547,3.815e-2,0.3932,0.17476,0.26214,0.0,0.37379,-1.942e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.98822,2.187e-2,0.93102,0.341,0.83904,0.35222,0.74706,0.48906,0.73584,0.51879,0.55076,0.60179,0.4313,0.66237,0.318,0.70443,0.28379,0.68873,7.515e-2,0.73696,6.338e-2,0.71284,-0.16489,0.69714,-0.16556,0.6051,-0.16209,0.55805,-0.34717,0.44195,-0.33483,0.37465], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.97905,0.1581,0.90112,0.35237,0.82039,0.48561,0.7176,0.64888,0.58827,0.73743,0.40349,0.83156,0.2514,0.84804,4.7e-2,0.85475,-0.12193,0.79749,-0.2618,0.80754,-0.37835,0.71676,-0.51034,0.58324,-0.57587,0.4604,-0.61899,0.30796,-0.65754,0.18345,-0.64134,2.968e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.99701,0.21677,0.91966,0.4703,0.76902,0.62415,0.53312,0.7812,0.36774,0.88291,0.10107,0.83312,-6.827e-2,0.89274,-0.28269,0.72073,-0.43707,0.61688,-0.55769,0.4812,-0.65,0.35534,-0.64658,0.15908,-0.66651,2.277e-2,-0.64872,-0.13462,-0.54615,-0.22949,-0.47201,-0.35032], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.94331,0.19959,0.96132,0.40803,0.80514,0.56569,0.56687,0.7083,0.41836,0.8323,0.14939,0.89489,5.167e-2,0.93682,-0.24742,0.83939,-0.42811,0.75554,-0.50251,0.62563,-0.65515,0.50428,-0.68851,0.30912,-0.77097,0.15619,-0.75406,-4.399e-2,-0.75199,-0.17921,-0.66932,-0.34367], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.93972,0.28082,0.80486,0.52821,0.58167,0.73151,0.34961,0.80511,0.10797,0.90403,-0.20015,0.89335,-0.3973,0.82163,-0.58835,0.62867,-0.76305,0.40368,-0.81262,0.18888,-0.81317,-4.284e-2,-0.75273,-0.26883,-0.63237,-0.46438,-0.46422,-0.61446,-0.26389,-0.70835,-8.937e-2,-0.71273], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.89835,0.35157,0.67333,0.62233,0.43898,0.94353,-3.643e-2,0.8051,-0.22838,0.75334,-0.25137,0.48816,-0.57377,0.28415,-0.6675,0.10591,-0.47359,-6.193e-2,-0.81056,-6.011e-2,-0.33197,-0.47592,-0.12897,-0.5362,7.158e-2,-0.51925,0.24321,-0.43478,0.36586,-0.30057,0.42805,0.13297], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.29073,0.10025,0.23308,0.17293,3.759e-2,0.34336,0.1203,0.26316,6.266e-2,0.21303,-4.725e-2,0.12767,-6.333e-2,7.907e-2,-6.328e-2,4.097e-2,-5.431e-2,1.408e-2,-4.166e-2,-2.8e-3,-2.876e-2,-1.176e-2,-1.755e-2,-1.505e-2,-8.86e-3,-1.475e-2,-2.8e-3,-1.25e-2,9.6e-4,-9.48e-3,2.9e-3,-6.47e-3], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.58459,-0.35526,1.0,0.35338,0.75376,-5.64e-3,0.82519,0.19361,0.50188,-0.27632,0.65977,6.391e-2,0.69737,0.14662,0.72368,-0.42669,0.76128,4.511e-2,0.66917,0.20489,0.84774,-0.40977,0.6485,-4.699e-2,0.56836,-0.10571,0.5282,-0.13346,0.15602,-0.12218,0.44767,-0.10309], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.83609,0.13215,0.72171,6.059e-2,0.65829,8.315e-2,0.23888,0.12961,0.43837,0.2033,0.49418,0.12686,0.44747,0.13507,0.29352,2.922e-2,0.48158,0.15756,0.32835,0.14616,0.29495,0.14638,0.26436,0.1453,0.23641,0.14314,0.26429,0.16137,0.18767,0.13632,0.16655,0.13198], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.9408,0.11933,0.85738,1.038e-2,0.85124,1.546e-2,0.76966,-2.78e-3,0.84459,0.10916,0.83289,3.027e-2,0.8268,3.506e-2,0.74838,1.943e-2,0.80019,2.405e-2,0.80862,4.901e-2,0.80259,5.352e-2,0.77336,2.22e-2,0.79058,6.235e-2,0.85939,9.251e-2,0.77863,7.09e-2,0.77269,7.508e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.87111,4.326e-2,0.79946,0.18297,0.99009,0.29292,0.89455,-8.337e-2,0.88598,-2.028e-2,0.90446,-0.26724,0.8941,0.19964,0.88644,-4.642e-2,0.84452,-9.91e-3,0.97882,-0.34024,0.78954,-0.25101,0.86661,-9.193e-2,0.85967,-2.908e-2,0.78774,-4.101e-2,0.75935,0.21812,0.88238,9.193e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.74916,2.549e-2,0.98994,9.792e-2,0.75855,0.12877,0.74313,-9.188e-2,0.95842,2.482e-2,0.97921,-4.69e-3,0.9611,0.10195,0.91482,3.756e-2,0.71026,2.683e-2,0.81221,-8.048e-2,1.0,0.0,0.71764,-1.207e-2,0.82271,2.552e-2,0.72435,-1.073e-2,0.90409,0.11066,0.72837,2.75e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.47337,0.19527,6.213e-2,-0.18343,0.62316,1.006e-2,0.45562,-4.438e-2,0.56509,1.775e-2,0.44675,0.27515,0.71598,-3.846e-2,0.55621,0.12426,0.4142,0.11538,0.52767,2.842e-2,0.51183,-0.10651,0.47929,-2.367e-2,0.46514,3.259e-2,0.5355,0.25148,0.31953,-0.14497,0.34615,-2.96e-3], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.59887,0.14689,0.69868,-0.13936,0.85122,-0.13936,0.80979,2.448e-2,0.50471,2.825e-2,0.6742,-4.52e-2,0.80791,-0.13748,0.51412,-0.24482,0.81544,-0.14313,0.70245,-3.77e-3,0.33333,6.215e-2,0.56121,-0.33145,0.61444,-0.16837,0.52731,-2.072e-2,0.53861,-0.31262,0.6742,-0.22034], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.84713,-3.397e-2,0.86412,-8.493e-2,0.81953,0.0,0.73673,-7.643e-2,0.71975,-0.13588,0.74947,-0.11677,0.77495,-0.18684,0.78132,-0.21231,0.61996,-0.10191,0.79193,-0.15711,0.89384,-3.397e-2,0.84926,-0.26115,0.74115,-0.23312,0.66242,-0.22293,0.72611,-0.37792,0.65817,-0.24841], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.87772,-8.152e-2,0.83424,7.337e-2,0.84783,4.076e-2,0.77174,-2.174e-2,0.77174,-5.707e-2,0.82337,-0.10598,0.67935,-5.43e-3,0.88043,-0.20924,0.83424,3.261e-2,0.86413,-5.978e-2,0.97283,-0.27989,0.85054,-0.1875,0.83705,-0.10211,0.8587,-3.261e-2,0.78533,-0.1087,0.79076,-5.43e-3], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.74704,-0.13241,0.53755,0.16996,0.72727,9.486e-2,0.69565,-0.11067,0.66798,-0.23518,0.87945,-0.1917,0.73715,4.15e-2,0.63043,-3.95e-3,0.63636,-0.11858,0.79249,-0.25296,0.66403,-0.28656,0.67194,-0.10474,0.61847,-0.12041,0.60079,-0.20949,0.37549,6.917e-2,0.61067,-1.383e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.46785,0.11308,0.5898,6.65e-3,0.55432,6.874e-2,0.47894,-0.13969,0.52993,1.33e-2,0.63858,-0.16186,0.67849,-3.326e-2,0.54545,-0.13525,0.52993,-4.656e-2,0.47894,-0.19512,0.50776,-0.13525,0.41463,-0.20177,0.5393,-0.11455,0.59867,-2.882e-2,0.53659,-0.11752,0.56319,-4.435e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.88116,0.27475,0.72125,0.42881,0.61559,0.63662,0.38825,0.90502,9.831e-2,0.96128,-0.20097,0.892,-0.35737,0.775,-0.65114,0.6221,-0.78768,0.45535,-0.81856,0.19095,-0.83943,-8.079e-2,-0.78334,-0.26356,-0.67557,-0.45511,-0.54732,-0.60858,-0.30512,-0.667,-0.19312,-0.75597], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.93147,0.29282,0.79917,0.55756,0.59952,0.71596,0.26203,0.92651,4.636e-2,0.96748,-0.23237,0.9513,-0.55926,0.81018,-0.73329,0.62385,-0.90995,0.362,-0.92254,6.04e-2,-0.93618,-0.19838,-0.83192,-0.46906,-0.65165,-0.69556,-0.41223,-0.85725,-0.1359,-0.93953,0.10007,-0.94823], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.88241,0.30634,0.73232,0.57816,0.34109,0.58527,5.717e-2,1.0,-9.238e-2,0.92118,-0.62403,0.71996,-0.69767,0.32558,-0.81422,0.41195,-1.0,-7.75e-3,-0.78973,-0.41085,-0.76901,-0.45478,-0.57242,-0.67605,-0.3161,-0.81876,-2.979e-2,-0.86841,0.25392,-0.82127,1.94e-3,-0.81686], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.83479,0.28993,0.69256,0.47702,0.49234,0.68381,0.21991,0.86761,-8.096e-2,0.85011,-0.35558,0.77681,-0.52735,0.58425,-0.7035,0.31291,-0.75821,3.939e-2,-0.71225,-0.15317,-0.58315,-0.39168,-0.37199,-0.52954,-0.1695,-0.60863,8.425e-2,-0.61488,0.25164,-0.48468,0.40591,-0.35339], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.9287,0.33164,0.76168,0.62349,0.49305,0.84266,0.21592,0.95193,-0.13956,0.96167,-0.47202,0.8359,-0.70747,0.6549,-0.87474,0.3675,-0.91814,5.595e-2,-0.89824,-0.26173,-0.73969,-0.54069,-0.50757,-0.74735,-0.22323,-0.86122,7.81e-2,-0.87159,0.36021,-0.78057,0.59407,-0.6027], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.83367,0.31456,0.65541,0.57671,0.34962,0.70677,0.17293,0.78947,-0.18976,0.79886,-0.41729,0.66541,-0.68421,0.47744,-0.74725,0.19492,-0.7218,-4.887e-2,-0.6203,-0.28195,-0.49165,-0.53463,-0.26577,-0.66014,-1.53e-2,-0.69706,0.22708,-0.64428,0.431,-0.51206,0.64662,-0.30075], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.98455,-2.736e-2,0.98058,-4.104e-2,1.0,-7.635e-2,0.9872,1.456e-2,0.95278,-2.604e-2,0.985,-7.458e-2,0.99382,-7.149e-2,0.97396,-9.532e-2,0.97264,-0.12224,0.99294,-5.252e-2,0.95278,-8.914e-2,0.97352,-8.341e-2,0.96653,-0.12912,0.93469,-0.14916,0.97132,-0.15755,0.96778,-0.188], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.94052,-1.531e-2,0.9417,1.001e-2,0.94994,-1.472e-2,0.95878,-1.06e-2,0.94641,-3.71e-2,0.97173,-1.767e-2,0.97055,-3.887e-2,0.95465,-4.064e-2,0.9523,-4.711e-2,0.94229,-2.179e-2,0.92815,-4.417e-2,0.92049,-4.476e-2,0.92695,-5.827e-2,0.90342,-7.479e-2,0.91991,-7.244e-2,0.92049,-7.42e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.97032,-0.14384,0.91324,-2.28e-3,0.96575,-0.17123,0.9863,0.18265,0.91781,2.28e-3,0.93607,-8.447e-2,0.91324,-2.28e-3,0.86758,-8.676e-2,0.97032,-0.21233,1.0,0.10274,0.92009,-5.251e-2,0.92466,6.849e-2,0.94043,-9.252e-2,0.97032,-0.20091,0.85388,-8.676e-2,0.96575,-0.21918], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.52542,-3.39e-2,0.94915,8.475e-2,0.52542,-0.16949,0.30508,-1.695e-2,0.50847,-0.13559,0.64407,0.28814,0.83051,-0.35593,0.54237,1.695e-2,0.55932,3.39e-2,0.59322,0.30508,0.86441,5.085e-2,0.40678,0.15254,0.67287,-2.66e-3,0.66102,-3.39e-2,0.83051,-0.15254,0.76271,-0.10169], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.33333,-0.25,0.44444,0.22222,0.38889,0.16667,0.41667,0.13889,0.5,-0.11111,0.54911,-8.443e-2,0.58333,0.33333,0.55556,2.778e-2,0.25,-0.19444,0.47222,-5.556e-2,0.52778,-2.778e-2,0.38889,8.333e-2,0.41543,-0.14256,0.19444,-0.13889,0.36924,-0.14809,8.333e-2,-0.5], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.51207,1.0,1.0,0.5381,0.71178,0.80833,0.45622,0.46427,0.33081,1.0,0.21249,1.0,-0.17416,1.0,-0.33081,0.98722,-0.61382,1.0,-0.52674,0.71699,-0.885,0.47894,-1.0,0.35175,-1.0,9.569e-2,-1.0,-0.16713,-1.0,-0.42226,-0.91903,-0.65557], class: g -- Incorrect
 Predicting class g for instance [1.0,0.0,0.75564,0.49638,0.8355,0.54301,0.54916,0.72063,0.35225,0.70792,0.13469,0.94749,-9.818e-2,0.93778,-0.37604,0.82223,-0.52742,0.71161,-0.68358,0.67989,-0.70163,0.24956,-0.79147,2.995e-2,-0.98988,-0.29099,-0.70352,-0.32792,-0.63312,-0.19185,-0.34131,-0.60454,-0.19609,-0.62956], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.83789,0.42904,0.72113,0.58385,0.45625,0.78115,0.1647,0.82732,-0.13012,0.86947,-0.46177,0.78497,-0.59435,0.5207,-0.7847,0.26529,-0.84014,3.928e-2,-0.62041,-0.31351,-0.47412,-0.48905,-0.37298,-0.67796,-5.054e-2,-0.62691,0.1469,-0.45911,0.37093,-0.39167,0.48319,-0.24313], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.93658,0.35107,0.75254,0.6564,0.45571,0.88576,0.15323,0.95776,-0.21775,0.96301,-0.56535,0.83397,-0.78751,0.58045,-0.93104,0.2602,-0.93641,-6.418e-2,-0.87028,-0.40949,-0.65079,-0.67464,-0.36799,-0.84951,-4.578e-2,-0.91221,0.2733,-0.85762,0.54827,-0.69613,0.74828,-0.44173], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.92436,0.36924,0.71976,0.6842,0.29303,0.94078,-0.11108,0.76527,-0.31605,0.92453,-0.66616,0.78766,-0.92145,0.42314,-0.94315,9.585e-2,-1.0,3.191e-2,-0.66431,-0.66278,-0.4601,-0.78174,-0.13486,-0.88082,0.19765,-0.85137,0.48904,-0.70247,0.69886,-0.46048,0.76066,-0.13194], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,0.16195,1.0,-5.558e-2,1.0,1.373e-2,1.0,-0.12352,1.0,-1.511e-2,1.0,-1.731e-2,1.0,-6.374e-2,1.0,-7.157e-2,1.0,5.9e-2,1.0,-0.10108,1.0,-2.685e-2,1.0,-0.22978,1.0,-6.823e-2,1.0,8.299e-2,1.0,-0.14194,1.0,-7.439e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.95559,-1.55e-3,0.86421,-0.13244,0.94982,-4.61e-3,0.82809,-0.51171,0.92441,0.10368,1.0,-0.14247,0.99264,-2.542e-2,0.95853,-0.15518,0.84013,0.61739,1.0,-0.16321,0.87492,-8.495e-2,0.85741,-1.664e-2,0.84132,-1.769e-2,0.82427,-1.867e-2,0.80634,-1.957e-2,0.78761,-2.039e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.79378,0.29492,0.64064,0.52312,0.41319,0.68158,0.14177,0.83548,-0.16831,0.78772,-0.42911,0.72328,-0.57165,0.41471,-0.75436,0.16755,-0.69977,-9.856e-2,-0.57695,-0.23503,-0.40637,-0.38287,-0.17437,-0.5254,1.523e-2,-0.48707,0.1903,-0.38059,0.31008,-0.23199,0.34572,-8.036e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.88085,0.35232,0.68389,0.65128,0.34816,0.79784,5.832e-2,0.90842,-0.29784,0.8649,-0.62635,0.6959,-0.77106,0.39309,-0.85803,8.408e-2,-0.81641,-0.24017,-0.64579,-0.50022,-0.39766,-0.68337,-0.11147,-0.75533,0.17041,-0.71504,0.40675,-0.57649,0.56626,-0.36765,0.62765,-0.13305], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.89589,0.39286,0.66129,0.71804,0.29521,0.90824,-4.787e-2,0.94415,-0.45725,0.84605,-0.7766,0.58511,-0.92819,0.25133,-0.92282,-0.15315,-0.76064,-0.48404,-0.50931,-0.76197,-0.14895,-0.88591,0.21581,-0.85703,0.53229,-0.68593,0.74846,-0.40656,0.83142,-7.029e-2,0.76862,0.27926], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,-0.24051,1.0,-0.20253,0.87342,-0.10127,0.88608,1.266e-2,1.0,0.11392,0.92405,6.329e-2,0.8481,-3.797e-2,0.63291,-0.36709,0.87342,-1.266e-2,0.93671,6.329e-2,1.0,0.25316,0.62025,-0.37975,0.84637,-5.54e-2,1.0,-6.329e-2,0.53165,2.532e-2,0.83544,-2.532e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.7479,8.4e-3,0.83312,1.659e-2,0.82638,2.469e-2,0.86555,1.681e-2,0.60504,5.882e-2,0.79093,4.731e-2,0.77441,5.407e-2,0.64706,0.19328,0.84034,4.202e-2,0.71285,7.122e-2,0.68895,7.577e-2,0.66387,8.403e-2,0.63728,8.296e-2,0.61345,1.681e-2,0.58187,8.757e-2,0.5533,8.891e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.85013,1.809e-2,0.92211,1.456e-2,0.92046,2.18e-2,0.92765,8.01e-2,0.87597,0.1137,0.91161,4.32e-2,0.90738,5.018e-2,0.87339,2.842e-2,0.95866,0.0,0.89097,7.047e-2,0.8843,7.697e-2,0.83721,0.10853,0.86923,8.95e-2,0.87597,8.786e-2,0.85198,0.10134,0.84258,0.10698], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,-1.179e-2,1.0,-3.43e-3,1.0,-1.565e-2,1.0,-1.565e-2,1.0,-2.809e-2,1.0,-2.187e-2,0.99828,-3.087e-2,0.99528,-3.238e-2,0.99314,-3.452e-2,1.0,-3.881e-2,1.0,-5.039e-2,1.0,-4.931e-2,0.99842,-5.527e-2,0.994,-6.304e-2,0.99057,-6.497e-2,0.98971,-6.668e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.89505,-3.168e-2,0.87525,5.545e-2,0.89505,1.386e-2,0.92871,2.772e-2,0.91287,-9.9e-3,0.94059,-1.584e-2,0.91881,3.366e-2,0.93663,0.0,0.94257,1.386e-2,0.90495,7.92e-3,0.88713,-1.782e-2,0.89307,2.376e-2,0.89002,1.611e-2,0.88119,1.98e-3,0.87327,4.158e-2,0.86733,2.376e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.90071,1.773e-2,1.0,-1.773e-2,0.90071,7.09e-3,0.84752,5.674e-2,1.0,3.546e-2,0.97872,1.064e-2,0.97518,3.546e-2,1.0,-3.191e-2,0.89716,-3.191e-2,0.8617,7.801e-2,1.0,9.22e-2,0.90071,4.61e-2,0.94305,3.247e-2,0.94681,2.482e-2,1.0,1.064e-2,0.93617,2.128e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.39394,-0.24242,0.62655,1.27e-2,0.45455,9.091e-2,0.63636,9.091e-2,0.21212,-0.21212,0.57576,0.15152,0.39394,0.0,0.56156,4.561e-2,0.51515,3.03e-2,0.78788,0.18182,0.30303,-0.15152,0.48526,5.929e-2,0.46362,6.142e-2,0.33333,-3.03e-2,0.41856,6.41e-2,0.39394,0.24242], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.86689,0.3595,0.72014,0.66667,0.37201,0.83049,8.646e-2,0.85893,-0.24118,0.86121,-0.51763,0.67577,-0.68714,0.41524,-0.77019,9.898e-2,-0.69397,-0.13652,-0.49488,-0.42207,-0.32537,-0.57679,-2.844e-2,-0.59954,0.1536,-0.53127,0.32309,-0.37088,0.46189,-0.19681,0.40956,1.82e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.89563,0.37917,0.67311,0.69438,0.35916,0.88696,-4.193e-2,0.93345,-0.38875,0.84414,-0.67274,0.62078,-0.8268,0.30356,-0.8615,-5.365e-2,-0.73564,-0.34275,-0.51778,-0.62443,-0.23428,-0.73855,6.911e-2,-0.73856,0.33531,-0.62296,0.52414,-0.42086,0.61217,-0.17343,0.60073,8.66e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.90547,0.41113,0.65354,0.74761,0.29921,0.95905,-0.13342,0.9782,-0.52236,0.83263,-0.79657,0.55086,-0.96631,0.15192,-0.93001,-0.25554,-0.71863,-0.59379,-0.41546,-0.85205,-2.25e-2,-0.93788,0.36318,-0.85368,0.67538,-0.61959,0.85977,-0.28123,0.88654,9.8e-2,0.75495,0.46301], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,1.0,0.367,6.158e-2,0.12993,0.92713,-0.27586,0.93596,-0.31527,0.37685,-0.87192,0.36946,-0.92857,-8.867e-2,-0.38916,-0.34236,-0.46552,-0.82512,-5.419e-2,-0.93596,0.25616,-0.20443,0.73792,-0.4595,0.85471,-6.831e-2,1.0,1.0,0.3867,2.46e-3,0.17758,0.7979], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,0.51515,0.45455,0.33333,6.061e-2,0.36364,-0.32104,0.73062,-0.45455,0.48485,-0.57576,0.0,-0.57576,-0.12121,-0.33333,-0.48485,-9.091e-2,-0.84848,0.48485,-0.57576,0.57576,-0.42424,1.0,-0.39394,0.72961,0.12331,0.9697,0.57576,0.24242,0.36364,9.091e-2,0.33333], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.8811,0.0,0.94817,-2.744e-2,0.93598,-1.22e-2,0.90244,1.829e-2,0.90244,1.829e-2,0.93902,9.15e-3,0.95732,3.05e-3,1.0,2.744e-2,0.94207,-1.22e-2,0.90854,2.439e-2,0.91463,5.488e-2,0.99695,4.878e-2,0.89666,2.226e-2,0.90854,9.15e-3,1.0,5.488e-2,0.97561,-1.22e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.82624,8.156e-2,0.79078,-8.156e-2,0.90426,-1.773e-2,0.92908,1.064e-2,0.80142,8.865e-2,0.94681,-7.09e-3,0.94326,0.0,0.93262,0.20213,0.95035,-7.09e-3,0.91489,7.09e-3,0.80496,7.092e-2,0.91135,0.15957,0.89527,8.165e-2,0.7766,6.738e-2,0.92553,0.18085,0.92553,0.0], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.74468,0.10638,0.88706,9.82e-3,0.88542,1.471e-2,0.87234,-1.418e-2,0.7305,0.10638,0.87657,2.912e-2,0.87235,3.382e-2,0.95745,7.801e-2,0.95035,4.255e-2,0.85597,4.743e-2,0.84931,5.178e-2,0.87234,0.11348,0.83429,6.014e-2,0.74468,-3.546e-2,0.8171,6.8e-2,0.80774,7.173e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.87578,3.727e-2,0.89951,3.43e-3,0.8921,5.1e-3,0.86335,0.0,0.95031,7.453e-2,0.87021,9.94e-3,0.86303,1.151e-2,0.83851,-6.211e-2,0.85714,2.484e-2,0.84182,1.603e-2,0.83486,1.749e-2,0.79503,-4.348e-2,0.82111,2.033e-2,0.81988,8.696e-2,0.80757,2.308e-2,0.80088,2.441e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.97513,7.1e-3,0.98579,1.954e-2,1.0,1.954e-2,0.9929,1.599e-2,0.95737,2.309e-2,0.97158,3.552e-2,1.0,3.73e-2,0.97869,2.131e-2,0.98579,5.684e-2,0.97158,4.796e-2,0.94494,5.506e-2,0.98401,3.552e-2,0.9754,6.477e-2,0.94849,8.171e-2,0.99112,6.217e-2,0.98934,9.947e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,1.105e-2,1.0,1.105e-2,1.0,2.32e-2,0.99448,-1.436e-2,0.99448,-2.21e-3,0.98343,2.32e-2,1.0,8.84e-3,0.97569,7.73e-3,0.97901,1.657e-2,0.98011,6.63e-3,0.98122,2.099e-2,0.97127,-6.63e-3,0.98033,1.6e-2,0.97901,1.547e-2,0.98564,2.099e-2,0.98674,2.762e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,1.0,-1.342e-2,1.0,1.566e-2,1.0,-2.24e-3,1.0,6.264e-2,0.97763,4.474e-2,0.95973,2.908e-2,1.0,6.488e-2,0.98881,3.356e-2,1.0,3.579e-2,0.99776,9.396e-2,0.95749,7.383e-2,1.0,0.10067,0.99989,8.763e-2,0.99105,8.501e-2,1.0,0.10067,1.0,0.10067], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.8842,0.36724,0.67123,0.67382,0.39613,0.86399,2.424e-2,0.93182,-0.35148,0.83713,-0.60316,0.58842,-0.78658,0.38778,-0.83285,-6.42e-3,-0.69318,-0.32963,-0.52504,-0.53924,-0.27377,-0.68126,8.06e-3,-0.69774,0.26028,-0.60678,0.44569,-0.43383,0.54209,-0.21542,0.56286,2.823e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.90147,0.41786,0.64131,0.75725,0.3044,0.95148,-0.20449,0.96534,-0.55483,0.81191,-0.81857,0.50949,-0.96986,0.10345,-0.91456,-0.31412,-0.70163,-0.65461,-0.32354,-0.88999,5.865e-2,-0.94172,0.44483,-0.82154,0.74105,-0.55231,0.89415,-0.18725,0.87893,0.20359,0.70555,0.54852], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.32789,0.11042,0.1597,0.29308,0.1402,0.74485,-0.25131,0.91993,-0.16503,0.26664,-0.63714,0.24865,-0.9765,-3.37e-3,-0.23227,-0.19909,-0.30522,-0.48886,-0.14426,-0.89991,9.345e-2,-0.28916,0.28307,-0.1856,0.39599,-0.11498,0.31005,5.614e-2,0.21443,0.2054,0.13376,0.26422], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.65845,0.43617,0.44681,0.74804,5.319e-2,0.85106,-0.32027,0.82139,-0.68253,0.52408,-0.84211,7.111e-2,-0.82811,-0.28723,-0.47032,-0.71725,-4.759e-2,-0.86002,0.23292,-0.76316,0.56663,-0.52128,0.743,-0.18645,0.74758,0.23713,0.45185,0.59071,0.20549,0.76764,-0.18533,0.74356], class: g -- Correct!
 Predicting class b for instance [1.0,0.0,0.19466,5.725e-2,4.198e-2,0.25191,-0.10557,0.48866,-0.18321,-0.18321,-0.41985,6.107e-2,-0.4542,9.16e-2,-0.16412,-0.30534,-0.10305,-0.39695,0.18702,-0.17557,0.34012,-0.11953,0.28626,-0.16031,0.21645,0.24692,3.913e-2,0.31092,-3.817e-2,0.26336,-0.16794,0.16794,-0.30153,-0.33588], class: g -- Incorrect
 Predicting class g for instance [1.0,0.0,0.98002,7.5e-4,1.0,0.0,0.98982,-7.5e-4,0.94721,2.394e-2,0.977,2.13e-2,0.97888,3.073e-2,0.9917,2.338e-2,0.93929,5.713e-2,0.93552,5.279e-2,0.97738,5.524e-2,1.0,6.241e-2,0.94155,8.107e-2,0.96709,7.255e-2,0.95701,8.088e-2,0.9819,8.126e-2,0.97247,8.616e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.82254,-7.572e-2,0.80462,2.31e-3,0.87514,-1.214e-2,0.86821,-7.514e-2,0.72832,-0.11734,0.84624,5.029e-2,0.83121,-7.399e-2,0.74798,6.705e-2,0.78324,6.358e-2,0.86763,-2.37e-2,0.78844,-6.012e-2,0.74451,-2.37e-2,0.76717,-2.731e-2,0.74046,-7.63e-2,0.70058,-4.22e-2,0.78439,1.214e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.35346,-0.13768,0.69387,-2.423e-2,0.68195,-3.574e-2,0.55717,-6.119e-2,0.61836,-0.10467,0.62099,-6.527e-2,0.59361,-7.289e-2,0.42271,-0.26409,0.58213,4.992e-2,0.49736,-8.771e-2,0.46241,-8.989e-2,0.45008,-5.64e-3,0.39146,-9.038e-2,0.35588,-0.10306,0.32232,-8.637e-2,0.28943,-8.3e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.76046,1.092e-2,0.86335,2.58e-3,0.85821,3.84e-3,0.79988,2.304e-2,0.81504,0.12068,0.83096,7.44e-3,0.81815,8.54e-3,0.82777,-6.974e-2,0.76531,3.881e-2,0.76979,1.148e-2,0.75071,1.232e-2,0.77138,-3.03e-3,0.70886,1.375e-2,0.66161,8.49e-3,0.66298,1.484e-2,0.63887,1.525e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.66667,-1.366e-2,0.97404,6.831e-2,0.4959,0.50137,0.75683,-2.73e-3,0.65164,-0.14071,0.40164,-0.48907,0.39208,0.58743,0.76776,0.31831,0.78552,0.11339,0.47541,-0.44945,1.0,6.83e-3,0.60656,6.967e-2,0.68656,0.17088,0.87568,7.787e-2,0.55328,0.2459,0.13934,0.48087], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.83508,8.298e-2,0.73739,-0.14706,0.84349,-5.567e-2,0.90441,-4.622e-2,0.89391,0.1313,0.81197,6.723e-2,0.79307,-8.929e-2,1.0,-2.101e-2,0.96639,6.618e-2,0.87605,1.155e-2,0.77521,6.618e-2,0.95378,-4.202e-2,0.83479,1.23e-3,1.0,0.12815,0.8666,-0.10714,0.90546,-4.307e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.95113,4.19e-3,0.95183,-2.723e-2,0.93438,-1.92e-2,0.9459,1.606e-2,0.9651,3.281e-2,0.94171,7.33e-2,0.94625,-1.326e-2,0.97173,1.4e-3,0.94834,6.038e-2,0.9267,8.412e-2,0.93124,0.10087,0.9452,1.361e-2,0.93522,4.925e-2,0.93159,8.168e-2,0.94066,-3.5e-4,0.91483,4.712e-2], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.94701,-3.4e-4,0.93207,-3.227e-2,0.95177,-3.431e-2,0.95584,2.446e-2,0.94124,1.766e-2,0.92595,4.688e-2,0.93954,-1.461e-2,0.94837,2.004e-2,0.93784,1.393e-2,0.91406,7.677e-2,0.8947,6.148e-2,0.93988,3.193e-2,0.92489,2.542e-2,0.9212,2.242e-2,0.92459,4.42e-3,0.92697,-5.77e-3], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.90608,-1.657e-2,0.98122,-1.989e-2,0.95691,-3.646e-2,0.85746,1.1e-3,0.89724,-3.315e-2,0.89061,-1.436e-2,0.90608,-4.53e-2,0.91381,-8.84e-3,0.80773,-0.12928,0.88729,1.215e-2,0.92155,-2.32e-2,0.9105,-2.099e-2,0.89147,-7.76e-2,0.82983,-0.17238,0.96022,-3.757e-2,0.87403,-0.16243], class: g -- Correct!
 Predicting class g for instance [1.0,0.0,0.8471,0.13533,0.73638,-6.151e-2,0.87873,8.26e-2,0.88928,-9.139e-2,0.78735,6.678e-2,0.80668,-3.51e-3,0.79262,-1.054e-2,0.85764,-4.569e-2,0.8717,-3.515e-2,0.81722,-9.49e-2,0.71002,4.394e-2,0.86467,-0.15114,0.81147,-4.822e-2,0.78207,-7.03e-3,0.75747,-6.678e-2,0.85764,-6.151e-2], class: g -- Correct!

 Correct: 318
 Incorrect: 33
 Total: 351
 Percentage correct: 90.5982905982906
diff --git a/ionosphere.arff b/ionosphere.arff
 %1. Title: Johns Hopkins University Ionosphere database
 %
 %2. Source Information:
 %   -- Donor: Vince Sigillito (vgs@aplcen.apl.jhu.edu)
 %   -- Date: 1989
 %   -- Source: Space Physics Group
 %              Applied Physics Laboratory
 %              Johns Hopkins University
 %              Johns Hopkins Road
 %              Laurel, MD 20723 
 %
 %3. Past Usage:
 %   -- Sigillito, V. G., Wing, S. P., Hutton, L. V., \& Baker, K. B. (1989).
 %      Classification of radar returns from the ionosphere using neural 
 %      networks. Johns Hopkins APL Technical Digest, 10, 262-266.
 %
 %      They investigated using backprop and the perceptron training algorithm
 %      on this database.  Using the first 200 instances for training, which
 %      were carefully split almost 50% positive and 50% negative, they found
 %      that a "linear" perceptron attained 90.7%, a "non-linear" perceptron
 %      attained 92%, and backprop an average of over 96% accuracy on the 
 %      remaining 150 test instances, consisting of 123 "good" and only 24 "bad"
 %      instances.  (There was a counting error or some mistake somewhere; there
 %      are a total of 351 rather than 350 instances in this domain.) Accuracy
 %      on "good" instances was much higher than for "bad" instances.  Backprop
 %      was tested with several different numbers of hidden units (in [0,15])
 %      and incremental results were also reported (corresponding to how well
 %      the different variants of backprop did after a periodic number of 
 %      epochs).
 %
 %      David Aha (aha@ics.uci.edu) briefly investigated this database.
 %      He found that nearest neighbor attains an accuracy of 92.1%, that
 %      Ross Quinlan's C4 algorithm attains 94.0% (no windowing), and that
 %      IB3 (Aha \& Kibler, IJCAI-1989) attained 96.7% (parameter settings:
 %      70% and 80% for acceptance and dropping respectively).
 %
 %4. Relevant Information:
 %   This radar data was collected by a system in Goose Bay, Labrador.  This
 %   system consists of a phased array of 16 high-frequency antennas with a
 %   total transmitted power on the order of 6.4 kilowatts.  See the paper
 %   for more details.  The targets were free electrons in the ionosphere.
 %   "Good" radar returns are those showing evidence of some type of structure 
 %   in the ionosphere.  "Bad" returns are those that do not; their signals pass
 %   through the ionosphere.  
 %
 %   Received signals were processed using an autocorrelation function whose
 %   arguments are the time of a pulse and the pulse number.  There were 17
 %   pulse numbers for the Goose Bay system.  Instances in this databse are
 %   described by 2 attributes per pulse number, corresponding to the complex
 %   values returned by the function resulting from the complex electromagnetic
 %   signal.
 %
 %5. Number of Instances: 351
 %
 %6. Number of Attributes: 34 plus the class attribute
 %   -- All 34 predictor attributes are continuous
 %
 %7. Attribute Information:     
 %   -- All 34 are continuous, as described above
 %   -- The 35th attribute is either "good" or "bad" according to the definition
 %      summarized above.  This is a binary classification task.
 %
 %8. Missing Values: None

 @relation ionosphere

 @attribute a01 numeric
 @attribute a02 numeric
 @attribute a03 numeric
 @attribute a04 numeric
 @attribute a05 numeric
 @attribute a06 numeric
 @attribute a07 numeric
 @attribute a08 numeric
 @attribute a09 numeric
 @attribute a10 numeric
 @attribute a11 numeric
 @attribute a12 numeric
 @attribute a13 numeric
 @attribute a14 numeric
 @attribute a15 numeric
 @attribute a16 numeric
 @attribute a17 numeric
 @attribute a18 numeric
 @attribute a19 numeric
 @attribute a20 numeric
 @attribute a21 numeric
 @attribute a22 numeric
 @attribute a23 numeric
 @attribute a24 numeric
 @attribute a25 numeric
 @attribute a26 numeric
 @attribute a27 numeric
 @attribute a28 numeric
 @attribute a29 numeric
 @attribute a30 numeric
 @attribute a31 numeric
 @attribute a32 numeric
 @attribute a33 numeric
 @attribute a34 numeric
 @attribute class {b, g}

 @data

 1,0,0.99539,-0.05889,0.85243,0.02306,0.83398,-0.37708,1,0.03760,0.85243,-0.17755,0.59755,-0.44945,0.60536,-0.38223,0.84356,-0.38542,0.58212,-0.32192,0.56971,-0.29674,0.36946,-0.47357,0.56811,-0.51171,0.41078,-0.46168,0.21266,-0.34090,0.42267,-0.54487,0.18641,-0.45300,g
 1,0,1,-0.18829,0.93035,-0.36156,-0.10868,-0.93597,1,-0.04549,0.50874,-0.67743,0.34432,-0.69707,-0.51685,-0.97515,0.05499,-0.62237,0.33109,-1,-0.13151,-0.45300,-0.18056,-0.35734,-0.20332,-0.26569,-0.20468,-0.18401,-0.19040,-0.11593,-0.16626,-0.06288,-0.13738,-0.02447,b
 1,0,1,-0.03365,1,0.00485,1,-0.12062,0.88965,0.01198,0.73082,0.05346,0.85443,0.00827,0.54591,0.00299,0.83775,-0.13644,0.75535,-0.08540,0.70887,-0.27502,0.43385,-0.12062,0.57528,-0.40220,0.58984,-0.22145,0.43100,-0.17365,0.60436,-0.24180,0.56045,-0.38238,g
 1,0,1,-0.45161,1,1,0.71216,-1,0,0,0,0,0,0,-1,0.14516,0.54094,-0.39330,-1,-0.54467,-0.69975,1,0,0,1,0.90695,0.51613,1,1,-0.20099,0.25682,1,-0.32382,1,b
 1,0,1,-0.02401,0.94140,0.06531,0.92106,-0.23255,0.77152,-0.16399,0.52798,-0.20275,0.56409,-0.00712,0.34395,-0.27457,0.52940,-0.21780,0.45107,-0.17813,0.05982,-0.35575,0.02309,-0.52879,0.03286,-0.65158,0.13290,-0.53206,0.02431,-0.62197,-0.05707,-0.59573,-0.04608,-0.65697,g
 1,0,0.02337,-0.00592,-0.09924,-0.11949,-0.00763,-0.11824,0.14706,0.06637,0.03786,-0.06302,0,0,-0.04572,-0.15540,-0.00343,-0.10196,-0.11575,-0.05414,0.01838,0.03669,0.01519,0.00888,0.03513,-0.01535,-0.03240,0.09223,-0.07859,0.00732,0,0,-0.00039,0.12011,b
 1,0,0.97588,-0.10602,0.94601,-0.20800,0.92806,-0.28350,0.85996,-0.27342,0.79766,-0.47929,0.78225,-0.50764,0.74628,-0.61436,0.57945,-0.68086,0.37852,-0.73641,0.36324,-0.76562,0.31898,-0.79753,0.22792,-0.81634,0.13659,-0.82510,0.04606,-0.82395,-0.04262,-0.81318,-0.13832,-0.80975,g
 0,0,0,0,0,0,1,-1,0,0,-1,-1,0,0,0,0,1,1,-1,-1,0,0,0,0,1,1,1,1,0,0,1,1,0,0,b
 1,0,0.96355,-0.07198,1,-0.14333,1,-0.21313,1,-0.36174,0.92570,-0.43569,0.94510,-0.40668,0.90392,-0.46381,0.98305,-0.35257,0.84537,-0.66020,0.75346,-0.60589,0.69637,-0.64225,0.85106,-0.65440,0.57577,-0.69712,0.25435,-0.63919,0.45114,-0.72779,0.38895,-0.73420,g
 1,0,-0.01864,-0.08459,0,0,0,0,0.11470,-0.26810,-0.45663,-0.38172,0,0,-0.33656,0.38602,-0.37133,0.15018,0.63728,0.22115,0,0,0,0,-0.14803,-0.01326,0.20645,-0.02294,0,0,0.16595,0.24086,-0.08208,0.38065,b
 1,0,1,0.06655,1,-0.18388,1,-0.27320,1,-0.43107,1,-0.41349,0.96232,-0.51874,0.90711,-0.59017,0.89230,-0.66474,0.69876,-0.70997,0.70645,-0.76320,0.63081,-0.80544,0.55867,-0.89128,0.47211,-0.86500,0.40303,-0.83675,0.30996,-0.89093,0.22995,-0.89158,g
 1,0,1,-0.54210,1,-1,1,-1,1,0.36217,1,-0.41119,1,1,1,-1,1,-0.29354,1,-0.93599,1,1,1,1,1,-0.40888,1,-0.62745,1,-1,1,-1,1,-1,b
 1,0,1,-0.16316,1,-0.10169,0.99999,-0.15197,1,-0.19277,0.94055,-0.35151,0.95735,-0.29785,0.93719,-0.34412,0.94486,-0.28106,0.90137,-0.43383,0.86043,-0.47308,0.82987,-0.51220,0.84080,-0.47137,0.76224,-0.58370,0.65723,-0.68794,0.68714,-0.64537,0.64727,-0.67226,g
 1,0,1,-0.86701,1,0.22280,0.85492,-0.39896,1,-0.12090,1,0.35147,1,0.07772,1,-0.14767,1,-1,1,-1,0.61831,0.15803,1,0.62349,1,-0.17012,1,0.35924,1,-0.66494,1,0.88428,1,-0.18826,b
 1,0,1,0.07380,1,0.03420,1,-0.05563,1,0.08764,1,0.19651,1,0.20328,1,0.12785,1,0.10561,1,0.27087,1,0.44758,1,0.41750,1,0.20033,1,0.36743,0.95603,0.48641,1,0.32492,1,0.46712,g
 1,0,0.50932,-0.93996,1,0.26708,-0.03520,-1,1,-1,0.43685,-1,0,0,-1,-0.34265,-0.37681,0.03623,1,-1,0,0,0,0,-0.16253,0.92236,0.39752,0.26501,0,0,1,0.23188,0,0,b
 1,0,0.99645,0.06468,1,-0.01236,0.97811,0.02498,0.96112,0.02312,0.99274,0.07808,0.89323,0.10346,0.94212,0.05269,0.88809,0.11120,0.86104,0.08631,0.81633,0.11830,0.83668,0.14442,0.81329,0.13412,0.79476,0.13638,0.79110,0.15379,0.77122,0.15930,0.70941,0.12015,g
 0,0,0,0,-1,-1,1,1,-1,1,-1,1,1,-1,1,1,-1,-1,-1,1,1,-1,-1,1,-1,1,1,-1,-1,1,-1,-1,1,-1,b
 1,0,0.67065,0.02528,0.66626,0.05031,0.57197,0.18761,0.08776,0.34081,0.63621,0.12131,0.62099,0.14285,0.78637,0.10976,0.58373,0.18151,0.14395,0.41224,0.53888,0.21326,0.51420,0.22625,0.48838,0.23724,0.46167,0.24618,0.43433,0.25306,0.40663,0.25792,1,0.33036,g
 0,0,1,-1,0,0,0,0,1,1,1,-1,-0.71875,1,0,0,-1,1,1,1,-1,1,1,0.56250,-1,1,1,1,1,-1,1,1,1,1,b
 1,0,1,-0.00612,1,-0.09834,1,-0.07649,1,-0.10605,1,-0.11073,1,-0.39489,1,-0.15616,0.92124,-0.31884,0.86473,-0.34534,0.91693,-0.44072,0.96060,-0.46866,0.81874,-0.40372,0.82681,-0.42231,0.75784,-0.38231,0.80448,-0.40575,0.74354,-0.45039,g
 0,0,1,1,0,0,0,0,-1,-1,0,0,0,0,-1,-1,-1,-1,-1,1,-1,1,0,0,0,0,1,-1,-1,1,-1,1,-1,1,b
 1,0,0.96071,0.07088,1,0.04296,1,0.09313,0.90169,-0.05144,0.89263,0.02580,0.83250,-0.06142,0.87534,0.09831,0.76544,0.00280,0.75206,-0.05295,0.65961,-0.07905,0.64158,-0.05929,0.55677,-0.07705,0.58051,-0.02205,0.49664,-0.01251,0.51310,-0.00015,0.52099,-0.00182,g
 0,0,-1,1,0,0,0,0,-1,1,1,1,0,0,0,0,1,-1,-1,1,1,1,0,0,-1,-1,1,-1,1,1,-1,1,0,0,b
 1,0,1,-0.06182,1,0.02942,1,-0.05131,1,-0.01707,1,-0.11726,0.84493,-0.05202,0.93392,-0.06598,0.69170,-0.07379,0.65731,-0.20367,0.94910,-0.31558,0.80852,-0.31654,0.84932,-0.34838,0.72529,-0.29174,0.73094,-0.38576,0.54356,-0.26284,0.64207,-0.39487,g
 1,0,1,0.57820,1,-1,1,-1,1,-1,1,-1,1,-1,1,-1,1,-1,1,-1,1,-0.62796,1,-1,1,-1,1,-1,1,-1,1,-1,1,-1,b
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 1,0,0.33333,-0.25000,0.44444,0.22222,0.38889,0.16667,0.41667,0.13889,0.5,-0.11111,0.54911,-0.08443,0.58333,0.33333,0.55556,0.02778,0.25000,-0.19444,0.47222,-0.05556,0.52778,-0.02778,0.38889,0.08333,0.41543,-0.14256,0.19444,-0.13889,0.36924,-0.14809,0.08333,-0.5,g
 1,0,0.51207,1,1,0.53810,0.71178,0.80833,0.45622,0.46427,0.33081,1,0.21249,1,-0.17416,1,-0.33081,0.98722,-0.61382,1,-0.52674,0.71699,-0.88500,0.47894,-1,0.35175,-1,0.09569,-1,-0.16713,-1,-0.42226,-0.91903,-0.65557,g
 1,0,0.75564,0.49638,0.83550,0.54301,0.54916,0.72063,0.35225,0.70792,0.13469,0.94749,-0.09818,0.93778,-0.37604,0.82223,-0.52742,0.71161,-0.68358,0.67989,-0.70163,0.24956,-0.79147,0.02995,-0.98988,-0.29099,-0.70352,-0.32792,-0.63312,-0.19185,-0.34131,-0.60454,-0.19609,-0.62956,g
 1,0,0.83789,0.42904,0.72113,0.58385,0.45625,0.78115,0.16470,0.82732,-0.13012,0.86947,-0.46177,0.78497,-0.59435,0.52070,-0.78470,0.26529,-0.84014,0.03928,-0.62041,-0.31351,-0.47412,-0.48905,-0.37298,-0.67796,-0.05054,-0.62691,0.14690,-0.45911,0.37093,-0.39167,0.48319,-0.24313,g
 1,0,0.93658,0.35107,0.75254,0.65640,0.45571,0.88576,0.15323,0.95776,-0.21775,0.96301,-0.56535,0.83397,-0.78751,0.58045,-0.93104,0.26020,-0.93641,-0.06418,-0.87028,-0.40949,-0.65079,-0.67464,-0.36799,-0.84951,-0.04578,-0.91221,0.27330,-0.85762,0.54827,-0.69613,0.74828,-0.44173,g
 1,0,0.92436,0.36924,0.71976,0.68420,0.29303,0.94078,-0.11108,0.76527,-0.31605,0.92453,-0.66616,0.78766,-0.92145,0.42314,-0.94315,0.09585,-1,0.03191,-0.66431,-0.66278,-0.46010,-0.78174,-0.13486,-0.88082,0.19765,-0.85137,0.48904,-0.70247,0.69886,-0.46048,0.76066,-0.13194,g
 1,0,1,0.16195,1,-0.05558,1,0.01373,1,-0.12352,1,-0.01511,1,-0.01731,1,-0.06374,1,-0.07157,1,0.05900,1,-0.10108,1,-0.02685,1,-0.22978,1,-0.06823,1,0.08299,1,-0.14194,1,-0.07439,g
 1,0,0.95559,-0.00155,0.86421,-0.13244,0.94982,-0.00461,0.82809,-0.51171,0.92441,0.10368,1,-0.14247,0.99264,-0.02542,0.95853,-0.15518,0.84013,0.61739,1,-0.16321,0.87492,-0.08495,0.85741,-0.01664,0.84132,-0.01769,0.82427,-0.01867,0.80634,-0.01957,0.78761,-0.02039,g
 1,0,0.79378,0.29492,0.64064,0.52312,0.41319,0.68158,0.14177,0.83548,-0.16831,0.78772,-0.42911,0.72328,-0.57165,0.41471,-0.75436,0.16755,-0.69977,-0.09856,-0.57695,-0.23503,-0.40637,-0.38287,-0.17437,-0.52540,0.01523,-0.48707,0.19030,-0.38059,0.31008,-0.23199,0.34572,-0.08036,g
 1,0,0.88085,0.35232,0.68389,0.65128,0.34816,0.79784,0.05832,0.90842,-0.29784,0.86490,-0.62635,0.69590,-0.77106,0.39309,-0.85803,0.08408,-0.81641,-0.24017,-0.64579,-0.50022,-0.39766,-0.68337,-0.11147,-0.75533,0.17041,-0.71504,0.40675,-0.57649,0.56626,-0.36765,0.62765,-0.13305,g
 1,0,0.89589,0.39286,0.66129,0.71804,0.29521,0.90824,-0.04787,0.94415,-0.45725,0.84605,-0.77660,0.58511,-0.92819,0.25133,-0.92282,-0.15315,-0.76064,-0.48404,-0.50931,-0.76197,-0.14895,-0.88591,0.21581,-0.85703,0.53229,-0.68593,0.74846,-0.40656,0.83142,-0.07029,0.76862,0.27926,g
 1,0,1,-0.24051,1,-0.20253,0.87342,-0.10127,0.88608,0.01266,1,0.11392,0.92405,0.06329,0.84810,-0.03797,0.63291,-0.36709,0.87342,-0.01266,0.93671,0.06329,1,0.25316,0.62025,-0.37975,0.84637,-0.05540,1,-0.06329,0.53165,0.02532,0.83544,-0.02532,g
 1,0,0.74790,0.00840,0.83312,0.01659,0.82638,0.02469,0.86555,0.01681,0.60504,0.05882,0.79093,0.04731,0.77441,0.05407,0.64706,0.19328,0.84034,0.04202,0.71285,0.07122,0.68895,0.07577,0.66387,0.08403,0.63728,0.08296,0.61345,0.01681,0.58187,0.08757,0.55330,0.08891,g
 1,0,0.85013,0.01809,0.92211,0.01456,0.92046,0.02180,0.92765,0.08010,0.87597,0.11370,0.91161,0.04320,0.90738,0.05018,0.87339,0.02842,0.95866,0,0.89097,0.07047,0.88430,0.07697,0.83721,0.10853,0.86923,0.08950,0.87597,0.08786,0.85198,0.10134,0.84258,0.10698,g
 1,0,1,-0.01179,1,-0.00343,1,-0.01565,1,-0.01565,1,-0.02809,1,-0.02187,0.99828,-0.03087,0.99528,-0.03238,0.99314,-0.03452,1,-0.03881,1,-0.05039,1,-0.04931,0.99842,-0.05527,0.99400,-0.06304,0.99057,-0.06497,0.98971,-0.06668,g
 1,0,0.89505,-0.03168,0.87525,0.05545,0.89505,0.01386,0.92871,0.02772,0.91287,-0.00990,0.94059,-0.01584,0.91881,0.03366,0.93663,0,0.94257,0.01386,0.90495,0.00792,0.88713,-0.01782,0.89307,0.02376,0.89002,0.01611,0.88119,0.00198,0.87327,0.04158,0.86733,0.02376,g
 1,0,0.90071,0.01773,1,-0.01773,0.90071,0.00709,0.84752,0.05674,1,0.03546,0.97872,0.01064,0.97518,0.03546,1,-0.03191,0.89716,-0.03191,0.86170,0.07801,1,0.09220,0.90071,0.04610,0.94305,0.03247,0.94681,0.02482,1,0.01064,0.93617,0.02128,g
 1,0,0.39394,-0.24242,0.62655,0.01270,0.45455,0.09091,0.63636,0.09091,0.21212,-0.21212,0.57576,0.15152,0.39394,0,0.56156,0.04561,0.51515,0.03030,0.78788,0.18182,0.30303,-0.15152,0.48526,0.05929,0.46362,0.06142,0.33333,-0.03030,0.41856,0.06410,0.39394,0.24242,g
 1,0,0.86689,0.35950,0.72014,0.66667,0.37201,0.83049,0.08646,0.85893,-0.24118,0.86121,-0.51763,0.67577,-0.68714,0.41524,-0.77019,0.09898,-0.69397,-0.13652,-0.49488,-0.42207,-0.32537,-0.57679,-0.02844,-0.59954,0.15360,-0.53127,0.32309,-0.37088,0.46189,-0.19681,0.40956,0.01820,g
 1,0,0.89563,0.37917,0.67311,0.69438,0.35916,0.88696,-0.04193,0.93345,-0.38875,0.84414,-0.67274,0.62078,-0.82680,0.30356,-0.86150,-0.05365,-0.73564,-0.34275,-0.51778,-0.62443,-0.23428,-0.73855,0.06911,-0.73856,0.33531,-0.62296,0.52414,-0.42086,0.61217,-0.17343,0.60073,0.08660,g
 1,0,0.90547,0.41113,0.65354,0.74761,0.29921,0.95905,-0.13342,0.97820,-0.52236,0.83263,-0.79657,0.55086,-0.96631,0.15192,-0.93001,-0.25554,-0.71863,-0.59379,-0.41546,-0.85205,-0.02250,-0.93788,0.36318,-0.85368,0.67538,-0.61959,0.85977,-0.28123,0.88654,0.09800,0.75495,0.46301,g
 1,0,1,1,0.36700,0.06158,0.12993,0.92713,-0.27586,0.93596,-0.31527,0.37685,-0.87192,0.36946,-0.92857,-0.08867,-0.38916,-0.34236,-0.46552,-0.82512,-0.05419,-0.93596,0.25616,-0.20443,0.73792,-0.45950,0.85471,-0.06831,1,1,0.38670,0.00246,0.17758,0.79790,g
 1,0,1,0.51515,0.45455,0.33333,0.06061,0.36364,-0.32104,0.73062,-0.45455,0.48485,-0.57576,0,-0.57576,-0.12121,-0.33333,-0.48485,-0.09091,-0.84848,0.48485,-0.57576,0.57576,-0.42424,1,-0.39394,0.72961,0.12331,0.96970,0.57576,0.24242,0.36364,0.09091,0.33333,g
 1,0,0.88110,0,0.94817,-0.02744,0.93598,-0.01220,0.90244,0.01829,0.90244,0.01829,0.93902,0.00915,0.95732,0.00305,1,0.02744,0.94207,-0.01220,0.90854,0.02439,0.91463,0.05488,0.99695,0.04878,0.89666,0.02226,0.90854,0.00915,1,0.05488,0.97561,-0.01220,g
 1,0,0.82624,0.08156,0.79078,-0.08156,0.90426,-0.01773,0.92908,0.01064,0.80142,0.08865,0.94681,-0.00709,0.94326,0,0.93262,0.20213,0.95035,-0.00709,0.91489,0.00709,0.80496,0.07092,0.91135,0.15957,0.89527,0.08165,0.77660,0.06738,0.92553,0.18085,0.92553,0,g
 1,0,0.74468,0.10638,0.88706,0.00982,0.88542,0.01471,0.87234,-0.01418,0.73050,0.10638,0.87657,0.02912,0.87235,0.03382,0.95745,0.07801,0.95035,0.04255,0.85597,0.04743,0.84931,0.05178,0.87234,0.11348,0.83429,0.06014,0.74468,-0.03546,0.81710,0.06800,0.80774,0.07173,g
 1,0,0.87578,0.03727,0.89951,0.00343,0.89210,0.00510,0.86335,0,0.95031,0.07453,0.87021,0.00994,0.86303,0.01151,0.83851,-0.06211,0.85714,0.02484,0.84182,0.01603,0.83486,0.01749,0.79503,-0.04348,0.82111,0.02033,0.81988,0.08696,0.80757,0.02308,0.80088,0.02441,g
 1,0,0.97513,0.00710,0.98579,0.01954,1,0.01954,0.99290,0.01599,0.95737,0.02309,0.97158,0.03552,1,0.03730,0.97869,0.02131,0.98579,0.05684,0.97158,0.04796,0.94494,0.05506,0.98401,0.03552,0.97540,0.06477,0.94849,0.08171,0.99112,0.06217,0.98934,0.09947,g
 1,0,1,0.01105,1,0.01105,1,0.02320,0.99448,-0.01436,0.99448,-0.00221,0.98343,0.02320,1,0.00884,0.97569,0.00773,0.97901,0.01657,0.98011,0.00663,0.98122,0.02099,0.97127,-0.00663,0.98033,0.01600,0.97901,0.01547,0.98564,0.02099,0.98674,0.02762,g
 1,0,1,-0.01342,1,0.01566,1,-0.00224,1,0.06264,0.97763,0.04474,0.95973,0.02908,1,0.06488,0.98881,0.03356,1,0.03579,0.99776,0.09396,0.95749,0.07383,1,0.10067,0.99989,0.08763,0.99105,0.08501,1,0.10067,1,0.10067,g
 1,0,0.88420,0.36724,0.67123,0.67382,0.39613,0.86399,0.02424,0.93182,-0.35148,0.83713,-0.60316,0.58842,-0.78658,0.38778,-0.83285,-0.00642,-0.69318,-0.32963,-0.52504,-0.53924,-0.27377,-0.68126,0.00806,-0.69774,0.26028,-0.60678,0.44569,-0.43383,0.54209,-0.21542,0.56286,0.02823,g
 1,0,0.90147,0.41786,0.64131,0.75725,0.30440,0.95148,-0.20449,0.96534,-0.55483,0.81191,-0.81857,0.50949,-0.96986,0.10345,-0.91456,-0.31412,-0.70163,-0.65461,-0.32354,-0.88999,0.05865,-0.94172,0.44483,-0.82154,0.74105,-0.55231,0.89415,-0.18725,0.87893,0.20359,0.70555,0.54852,g
 1,0,0.32789,0.11042,0.15970,0.29308,0.14020,0.74485,-0.25131,0.91993,-0.16503,0.26664,-0.63714,0.24865,-0.97650,-0.00337,-0.23227,-0.19909,-0.30522,-0.48886,-0.14426,-0.89991,0.09345,-0.28916,0.28307,-0.18560,0.39599,-0.11498,0.31005,0.05614,0.21443,0.20540,0.13376,0.26422,g
 1,0,0.65845,0.43617,0.44681,0.74804,0.05319,0.85106,-0.32027,0.82139,-0.68253,0.52408,-0.84211,0.07111,-0.82811,-0.28723,-0.47032,-0.71725,-0.04759,-0.86002,0.23292,-0.76316,0.56663,-0.52128,0.74300,-0.18645,0.74758,0.23713,0.45185,0.59071,0.20549,0.76764,-0.18533,0.74356,g
 1,0,0.19466,0.05725,0.04198,0.25191,-0.10557,0.48866,-0.18321,-0.18321,-0.41985,0.06107,-0.45420,0.09160,-0.16412,-0.30534,-0.10305,-0.39695,0.18702,-0.17557,0.34012,-0.11953,0.28626,-0.16031,0.21645,0.24692,0.03913,0.31092,-0.03817,0.26336,-0.16794,0.16794,-0.30153,-0.33588,g
 1,0,0.98002,0.00075,1,0,0.98982,-0.00075,0.94721,0.02394,0.97700,0.02130,0.97888,0.03073,0.99170,0.02338,0.93929,0.05713,0.93552,0.05279,0.97738,0.05524,1,0.06241,0.94155,0.08107,0.96709,0.07255,0.95701,0.08088,0.98190,0.08126,0.97247,0.08616,g
 1,0,0.82254,-0.07572,0.80462,0.00231,0.87514,-0.01214,0.86821,-0.07514,0.72832,-0.11734,0.84624,0.05029,0.83121,-0.07399,0.74798,0.06705,0.78324,0.06358,0.86763,-0.02370,0.78844,-0.06012,0.74451,-0.02370,0.76717,-0.02731,0.74046,-0.07630,0.70058,-0.04220,0.78439,0.01214,g
 1,0,0.35346,-0.13768,0.69387,-0.02423,0.68195,-0.03574,0.55717,-0.06119,0.61836,-0.10467,0.62099,-0.06527,0.59361,-0.07289,0.42271,-0.26409,0.58213,0.04992,0.49736,-0.08771,0.46241,-0.08989,0.45008,-0.00564,0.39146,-0.09038,0.35588,-0.10306,0.32232,-0.08637,0.28943,-0.08300,g
 1,0,0.76046,0.01092,0.86335,0.00258,0.85821,0.00384,0.79988,0.02304,0.81504,0.12068,0.83096,0.00744,0.81815,0.00854,0.82777,-0.06974,0.76531,0.03881,0.76979,0.01148,0.75071,0.01232,0.77138,-0.00303,0.70886,0.01375,0.66161,0.00849,0.66298,0.01484,0.63887,0.01525,g
 1,0,0.66667,-0.01366,0.97404,0.06831,0.49590,0.50137,0.75683,-0.00273,0.65164,-0.14071,0.40164,-0.48907,0.39208,0.58743,0.76776,0.31831,0.78552,0.11339,0.47541,-0.44945,1,0.00683,0.60656,0.06967,0.68656,0.17088,0.87568,0.07787,0.55328,0.24590,0.13934,0.48087,g
 1,0,0.83508,0.08298,0.73739,-0.14706,0.84349,-0.05567,0.90441,-0.04622,0.89391,0.13130,0.81197,0.06723,0.79307,-0.08929,1,-0.02101,0.96639,0.06618,0.87605,0.01155,0.77521,0.06618,0.95378,-0.04202,0.83479,0.00123,1,0.12815,0.86660,-0.10714,0.90546,-0.04307,g
 1,0,0.95113,0.00419,0.95183,-0.02723,0.93438,-0.01920,0.94590,0.01606,0.96510,0.03281,0.94171,0.07330,0.94625,-0.01326,0.97173,0.00140,0.94834,0.06038,0.92670,0.08412,0.93124,0.10087,0.94520,0.01361,0.93522,0.04925,0.93159,0.08168,0.94066,-0.00035,0.91483,0.04712,g
 1,0,0.94701,-0.00034,0.93207,-0.03227,0.95177,-0.03431,0.95584,0.02446,0.94124,0.01766,0.92595,0.04688,0.93954,-0.01461,0.94837,0.02004,0.93784,0.01393,0.91406,0.07677,0.89470,0.06148,0.93988,0.03193,0.92489,0.02542,0.92120,0.02242,0.92459,0.00442,0.92697,-0.00577,g
 1,0,0.90608,-0.01657,0.98122,-0.01989,0.95691,-0.03646,0.85746,0.00110,0.89724,-0.03315,0.89061,-0.01436,0.90608,-0.04530,0.91381,-0.00884,0.80773,-0.12928,0.88729,0.01215,0.92155,-0.02320,0.91050,-0.02099,0.89147,-0.07760,0.82983,-0.17238,0.96022,-0.03757,0.87403,-0.16243,g
 1,0,0.84710,0.13533,0.73638,-0.06151,0.87873,0.08260,0.88928,-0.09139,0.78735,0.06678,0.80668,-0.00351,0.79262,-0.01054,0.85764,-0.04569,0.87170,-0.03515,0.81722,-0.09490,0.71002,0.04394,0.86467,-0.15114,0.81147,-0.04822,0.78207,-0.00703,0.75747,-0.06678,0.85764,-0.06151,g
 %
 %
 %
diff --git a/iris-results.txt b/iris-results.txt
 Predicting class Iris-setosa for instance [5.1,3.5,1.4,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [4.9,3.0,1.4,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [4.7,3.2,1.3,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [4.6,3.1,1.5,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.0,3.6,1.4,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.4,3.9,1.7,0.4], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [4.6,3.4,1.4,0.3], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.0,3.4,1.5,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [4.4,2.9,1.4,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [4.9,3.1,1.5,0.1], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.4,3.7,1.5,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [4.8,3.4,1.6,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [4.8,3.0,1.4,0.1], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [4.3,3.0,1.1,0.1], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.8,4.0,1.2,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.7,4.4,1.5,0.4], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.4,3.9,1.3,0.4], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.1,3.5,1.4,0.3], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.7,3.8,1.7,0.3], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.1,3.8,1.5,0.3], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.4,3.4,1.7,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.1,3.7,1.5,0.4], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [4.6,3.6,1.0,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.1,3.3,1.7,0.5], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [4.8,3.4,1.9,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.0,3.0,1.6,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.0,3.4,1.6,0.4], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.2,3.5,1.5,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.2,3.4,1.4,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [4.7,3.2,1.6,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [4.8,3.1,1.6,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.4,3.4,1.5,0.4], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.2,4.1,1.5,0.1], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.5,4.2,1.4,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [4.9,3.1,1.5,0.1], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.0,3.2,1.2,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.5,3.5,1.3,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [4.9,3.1,1.5,0.1], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [4.4,3.0,1.3,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.1,3.4,1.5,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.0,3.5,1.3,0.3], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [4.5,2.3,1.3,0.3], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [4.4,3.2,1.3,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.0,3.5,1.6,0.6], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.1,3.8,1.9,0.4], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [4.8,3.0,1.4,0.3], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.1,3.8,1.6,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [4.6,3.2,1.4,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.3,3.7,1.5,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-setosa for instance [5.0,3.3,1.4,0.2], class: Iris-setosa -- Correct!
 Predicting class Iris-versicolor for instance [7.0,3.2,4.7,1.4], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [6.4,3.2,4.5,1.5], class: Iris-versicolor -- Correct!
 Predicting class Iris-virginica for instance [6.9,3.1,4.9,1.5], class: Iris-versicolor -- Incorrect
 Predicting class Iris-versicolor for instance [5.5,2.3,4.0,1.3], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [6.5,2.8,4.6,1.5], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.7,2.8,4.5,1.3], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [6.3,3.3,4.7,1.6], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [4.9,2.4,3.3,1.0], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [6.6,2.9,4.6,1.3], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.2,2.7,3.9,1.4], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.0,2.0,3.5,1.0], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.9,3.0,4.2,1.5], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [6.0,2.2,4.0,1.0], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [6.1,2.9,4.7,1.4], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.6,2.9,3.6,1.3], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [6.7,3.1,4.4,1.4], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.6,3.0,4.5,1.5], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.8,2.7,4.1,1.0], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [6.2,2.2,4.5,1.5], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.6,2.5,3.9,1.1], class: Iris-versicolor -- Correct!
 Predicting class Iris-virginica for instance [5.9,3.2,4.8,1.8], class: Iris-versicolor -- Incorrect
 Predicting class Iris-versicolor for instance [6.1,2.8,4.0,1.3], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [6.3,2.5,4.9,1.5], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [6.1,2.8,4.7,1.2], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [6.4,2.9,4.3,1.3], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [6.6,3.0,4.4,1.4], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [6.8,2.8,4.8,1.4], class: Iris-versicolor -- Correct!
 Predicting class Iris-virginica for instance [6.7,3.0,5.0,1.7], class: Iris-versicolor -- Incorrect
 Predicting class Iris-versicolor for instance [6.0,2.9,4.5,1.5], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.7,2.6,3.5,1.0], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.5,2.4,3.8,1.1], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.5,2.4,3.7,1.0], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.8,2.7,3.9,1.2], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [6.0,2.7,5.1,1.6], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.4,3.0,4.5,1.5], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [6.0,3.4,4.5,1.6], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [6.7,3.1,4.7,1.5], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [6.3,2.3,4.4,1.3], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.6,3.0,4.1,1.3], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.5,2.5,4.0,1.3], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.5,2.6,4.4,1.2], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [6.1,3.0,4.6,1.4], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.8,2.6,4.0,1.2], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.0,2.3,3.3,1.0], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.6,2.7,4.2,1.3], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.7,3.0,4.2,1.2], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.7,2.9,4.2,1.3], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [6.2,2.9,4.3,1.3], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.1,2.5,3.0,1.1], class: Iris-versicolor -- Correct!
 Predicting class Iris-versicolor for instance [5.7,2.8,4.1,1.3], class: Iris-versicolor -- Correct!
 Predicting class Iris-virginica for instance [6.3,3.3,6.0,2.5], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [5.8,2.7,5.1,1.9], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [7.1,3.0,5.9,2.1], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.3,2.9,5.6,1.8], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.5,3.0,5.8,2.2], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [7.6,3.0,6.6,2.1], class: Iris-virginica -- Correct!
 Predicting class Iris-versicolor for instance [4.9,2.5,4.5,1.7], class: Iris-virginica -- Incorrect
 Predicting class Iris-virginica for instance [7.3,2.9,6.3,1.8], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.7,2.5,5.8,1.8], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [7.2,3.6,6.1,2.5], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.5,3.2,5.1,2.0], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.4,2.7,5.3,1.9], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.8,3.0,5.5,2.1], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [5.7,2.5,5.0,2.0], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [5.8,2.8,5.1,2.4], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.4,3.2,5.3,2.3], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.5,3.0,5.5,1.8], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [7.7,3.8,6.7,2.2], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [7.7,2.6,6.9,2.3], class: Iris-virginica -- Correct!
 Predicting class Iris-versicolor for instance [6.0,2.2,5.0,1.5], class: Iris-virginica -- Incorrect
 Predicting class Iris-virginica for instance [6.9,3.2,5.7,2.3], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [5.6,2.8,4.9,2.0], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [7.7,2.8,6.7,2.0], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.3,2.7,4.9,1.8], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.7,3.3,5.7,2.1], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [7.2,3.2,6.0,1.8], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.2,2.8,4.8,1.8], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.1,3.0,4.9,1.8], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.4,2.8,5.6,2.1], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [7.2,3.0,5.8,1.6], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [7.4,2.8,6.1,1.9], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [7.9,3.8,6.4,2.0], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.4,2.8,5.6,2.2], class: Iris-virginica -- Correct!
 Predicting class Iris-versicolor for instance [6.3,2.8,5.1,1.5], class: Iris-virginica -- Incorrect
 Predicting class Iris-virginica for instance [6.1,2.6,5.6,1.4], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [7.7,3.0,6.1,2.3], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.3,3.4,5.6,2.4], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.4,3.1,5.5,1.8], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.0,3.0,4.8,1.8], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.9,3.1,5.4,2.1], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.7,3.1,5.6,2.4], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.9,3.1,5.1,2.3], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [5.8,2.7,5.1,1.9], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.8,3.2,5.9,2.3], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.7,3.3,5.7,2.5], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.7,3.0,5.2,2.3], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.3,2.5,5.0,1.9], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.5,3.0,5.2,2.0], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [6.2,3.4,5.4,2.3], class: Iris-virginica -- Correct!
 Predicting class Iris-virginica for instance [5.9,3.0,5.1,1.8], class: Iris-virginica -- Correct!

 Correct: 144
 Incorrect: 6
 Total: 150
 Percentage correct: 96.0
diff --git a/iris.arff b/iris.arff
 % 1. Title: Iris Plants Database
 % 
 % 2. Sources:
 %      (a) Creator: R.A. Fisher
 %      (b) Donor: Michael Marshall (MARSHALL%PLU@io.arc.nasa.gov)
 %      (c) Date: July, 1988
 % 
 % 3. Past Usage:
 %    - Publications: too many to mention!!!  Here are a few.
 %    1. Fisher,R.A. "The use of multiple measurements in taxonomic problems"
 %       Annual Eugenics, 7, Part II, 179-188 (1936); also in "Contributions
 %       to Mathematical Statistics" (John Wiley, NY, 1950).
 %    2. Duda,R.O., & Hart,P.E. (1973) Pattern Classification and Scene Analysis.
 %       (Q327.D83) John Wiley & Sons.  ISBN 0-471-22361-1.  See page 218.
 %    3. Dasarathy, B.V. (1980) "Nosing Around the Neighborhood: A New System
 %       Structure and Classification Rule for Recognition in Partially Exposed
 %       Environments".  IEEE Transactions on Pattern Analysis and Machine
 %       Intelligence, Vol. PAMI-2, No. 1, 67-71.
 %       -- Results:
 %          -- very low misclassification rates (0% for the setosa class)
 %    4. Gates, G.W. (1972) "The Reduced Nearest Neighbor Rule".  IEEE 
 %       Transactions on Information Theory, May 1972, 431-433.
 %       -- Results:
 %          -- very low misclassification rates again
 %    5. See also: 1988 MLC Proceedings, 54-64.  Cheeseman et al's AUTOCLASS II
 %       conceptual clustering system finds 3 classes in the data.
 % 
 % 4. Relevant Information:
 %    --- This is perhaps the best known database to be found in the pattern
 %        recognition literature.  Fisher's paper is a classic in the field
 %        and is referenced frequently to this day.  (See Duda & Hart, for
 %        example.)  The data set contains 3 classes of 50 instances each,
 %        where each class refers to a type of iris plant.  One class is
 %        linearly separable from the other 2; the latter are NOT linearly
 %        separable from each other.
 %    --- Predicted attribute: class of iris plant.
 %    --- This is an exceedingly simple domain.
 % 
 % 5. Number of Instances: 150 (50 in each of three classes)
 % 
 % 6. Number of Attributes: 4 numeric, predictive attributes and the class
 % 
 % 7. Attribute Information:
 %    1. sepal length in cm
 %    2. sepal width in cm
 %    3. petal length in cm
 %    4. petal width in cm
 %    5. class: 
 %       -- Iris Setosa
 %       -- Iris Versicolour
 %       -- Iris Virginica
 % 
 % 8. Missing Attribute Values: None
 % 
 % Summary Statistics:
 %  	           Min  Max   Mean    SD   Class Correlation
 %    sepal length: 4.3  7.9   5.84  0.83    0.7826   
 %     sepal width: 2.0  4.4   3.05  0.43   -0.4194
 %    petal length: 1.0  6.9   3.76  1.76    0.9490  (high!)
 %     petal width: 0.1  2.5   1.20  0.76    0.9565  (high!)
 % 
 % 9. Class Distribution: 33.3% for each of 3 classes.

 @RELATION iris

 @ATTRIBUTE sepallength	REAL
 @ATTRIBUTE sepalwidth 	REAL
 @ATTRIBUTE petallength 	REAL
 @ATTRIBUTE petalwidth	REAL
 @ATTRIBUTE class 	{Iris-setosa,Iris-versicolor,Iris-virginica}

 @DATA
 5.1,3.5,1.4,0.2,Iris-setosa
 4.9,3.0,1.4,0.2,Iris-setosa
 4.7,3.2,1.3,0.2,Iris-setosa
 4.6,3.1,1.5,0.2,Iris-setosa
 5.0,3.6,1.4,0.2,Iris-setosa
 5.4,3.9,1.7,0.4,Iris-setosa
 4.6,3.4,1.4,0.3,Iris-setosa
 5.0,3.4,1.5,0.2,Iris-setosa
 4.4,2.9,1.4,0.2,Iris-setosa
 4.9,3.1,1.5,0.1,Iris-setosa
 5.4,3.7,1.5,0.2,Iris-setosa
 4.8,3.4,1.6,0.2,Iris-setosa
 4.8,3.0,1.4,0.1,Iris-setosa
 4.3,3.0,1.1,0.1,Iris-setosa
 5.8,4.0,1.2,0.2,Iris-setosa
 5.7,4.4,1.5,0.4,Iris-setosa
 5.4,3.9,1.3,0.4,Iris-setosa
 5.1,3.5,1.4,0.3,Iris-setosa
 5.7,3.8,1.7,0.3,Iris-setosa
 5.1,3.8,1.5,0.3,Iris-setosa
 5.4,3.4,1.7,0.2,Iris-setosa
 5.1,3.7,1.5,0.4,Iris-setosa
 4.6,3.6,1.0,0.2,Iris-setosa
 5.1,3.3,1.7,0.5,Iris-setosa
 4.8,3.4,1.9,0.2,Iris-setosa
 5.0,3.0,1.6,0.2,Iris-setosa
 5.0,3.4,1.6,0.4,Iris-setosa
 5.2,3.5,1.5,0.2,Iris-setosa
 5.2,3.4,1.4,0.2,Iris-setosa
 4.7,3.2,1.6,0.2,Iris-setosa
 4.8,3.1,1.6,0.2,Iris-setosa
 5.4,3.4,1.5,0.4,Iris-setosa
 5.2,4.1,1.5,0.1,Iris-setosa
 5.5,4.2,1.4,0.2,Iris-setosa
 4.9,3.1,1.5,0.1,Iris-setosa
 5.0,3.2,1.2,0.2,Iris-setosa
 5.5,3.5,1.3,0.2,Iris-setosa
 4.9,3.1,1.5,0.1,Iris-setosa
 4.4,3.0,1.3,0.2,Iris-setosa
 5.1,3.4,1.5,0.2,Iris-setosa
 5.0,3.5,1.3,0.3,Iris-setosa
 4.5,2.3,1.3,0.3,Iris-setosa
 4.4,3.2,1.3,0.2,Iris-setosa
 5.0,3.5,1.6,0.6,Iris-setosa
 5.1,3.8,1.9,0.4,Iris-setosa
 4.8,3.0,1.4,0.3,Iris-setosa
 5.1,3.8,1.6,0.2,Iris-setosa
 4.6,3.2,1.4,0.2,Iris-setosa
 5.3,3.7,1.5,0.2,Iris-setosa
 5.0,3.3,1.4,0.2,Iris-setosa
 7.0,3.2,4.7,1.4,Iris-versicolor
 6.4,3.2,4.5,1.5,Iris-versicolor
 6.9,3.1,4.9,1.5,Iris-versicolor
 5.5,2.3,4.0,1.3,Iris-versicolor
 6.5,2.8,4.6,1.5,Iris-versicolor
 5.7,2.8,4.5,1.3,Iris-versicolor
 6.3,3.3,4.7,1.6,Iris-versicolor
 4.9,2.4,3.3,1.0,Iris-versicolor
 6.6,2.9,4.6,1.3,Iris-versicolor
 5.2,2.7,3.9,1.4,Iris-versicolor
 5.0,2.0,3.5,1.0,Iris-versicolor
 5.9,3.0,4.2,1.5,Iris-versicolor
 6.0,2.2,4.0,1.0,Iris-versicolor
 6.1,2.9,4.7,1.4,Iris-versicolor
 5.6,2.9,3.6,1.3,Iris-versicolor
 6.7,3.1,4.4,1.4,Iris-versicolor
 5.6,3.0,4.5,1.5,Iris-versicolor
 5.8,2.7,4.1,1.0,Iris-versicolor
 6.2,2.2,4.5,1.5,Iris-versicolor
 5.6,2.5,3.9,1.1,Iris-versicolor
 5.9,3.2,4.8,1.8,Iris-versicolor
 6.1,2.8,4.0,1.3,Iris-versicolor
 6.3,2.5,4.9,1.5,Iris-versicolor
 6.1,2.8,4.7,1.2,Iris-versicolor
 6.4,2.9,4.3,1.3,Iris-versicolor
 6.6,3.0,4.4,1.4,Iris-versicolor
 6.8,2.8,4.8,1.4,Iris-versicolor
 6.7,3.0,5.0,1.7,Iris-versicolor
 6.0,2.9,4.5,1.5,Iris-versicolor
 5.7,2.6,3.5,1.0,Iris-versicolor
 5.5,2.4,3.8,1.1,Iris-versicolor
 5.5,2.4,3.7,1.0,Iris-versicolor
 5.8,2.7,3.9,1.2,Iris-versicolor
 6.0,2.7,5.1,1.6,Iris-versicolor
 5.4,3.0,4.5,1.5,Iris-versicolor
 6.0,3.4,4.5,1.6,Iris-versicolor
 6.7,3.1,4.7,1.5,Iris-versicolor
 6.3,2.3,4.4,1.3,Iris-versicolor
 5.6,3.0,4.1,1.3,Iris-versicolor
 5.5,2.5,4.0,1.3,Iris-versicolor
 5.5,2.6,4.4,1.2,Iris-versicolor
 6.1,3.0,4.6,1.4,Iris-versicolor
 5.8,2.6,4.0,1.2,Iris-versicolor
 5.0,2.3,3.3,1.0,Iris-versicolor
 5.6,2.7,4.2,1.3,Iris-versicolor
 5.7,3.0,4.2,1.2,Iris-versicolor
 5.7,2.9,4.2,1.3,Iris-versicolor
 6.2,2.9,4.3,1.3,Iris-versicolor
 5.1,2.5,3.0,1.1,Iris-versicolor
 5.7,2.8,4.1,1.3,Iris-versicolor
 6.3,3.3,6.0,2.5,Iris-virginica
 5.8,2.7,5.1,1.9,Iris-virginica
 7.1,3.0,5.9,2.1,Iris-virginica
 6.3,2.9,5.6,1.8,Iris-virginica
 6.5,3.0,5.8,2.2,Iris-virginica
 7.6,3.0,6.6,2.1,Iris-virginica
 4.9,2.5,4.5,1.7,Iris-virginica
 7.3,2.9,6.3,1.8,Iris-virginica
 6.7,2.5,5.8,1.8,Iris-virginica
 7.2,3.6,6.1,2.5,Iris-virginica
 6.5,3.2,5.1,2.0,Iris-virginica
 6.4,2.7,5.3,1.9,Iris-virginica
 6.8,3.0,5.5,2.1,Iris-virginica
 5.7,2.5,5.0,2.0,Iris-virginica
 5.8,2.8,5.1,2.4,Iris-virginica
 6.4,3.2,5.3,2.3,Iris-virginica
 6.5,3.0,5.5,1.8,Iris-virginica
 7.7,3.8,6.7,2.2,Iris-virginica
 7.7,2.6,6.9,2.3,Iris-virginica
 6.0,2.2,5.0,1.5,Iris-virginica
 6.9,3.2,5.7,2.3,Iris-virginica
 5.6,2.8,4.9,2.0,Iris-virginica
 7.7,2.8,6.7,2.0,Iris-virginica
 6.3,2.7,4.9,1.8,Iris-virginica
 6.7,3.3,5.7,2.1,Iris-virginica
 7.2,3.2,6.0,1.8,Iris-virginica
 6.2,2.8,4.8,1.8,Iris-virginica
 6.1,3.0,4.9,1.8,Iris-virginica
 6.4,2.8,5.6,2.1,Iris-virginica
 7.2,3.0,5.8,1.6,Iris-virginica
 7.4,2.8,6.1,1.9,Iris-virginica
 7.9,3.8,6.4,2.0,Iris-virginica
 6.4,2.8,5.6,2.2,Iris-virginica
 6.3,2.8,5.1,1.5,Iris-virginica
 6.1,2.6,5.6,1.4,Iris-virginica
 7.7,3.0,6.1,2.3,Iris-virginica
 6.3,3.4,5.6,2.4,Iris-virginica
 6.4,3.1,5.5,1.8,Iris-virginica
 6.0,3.0,4.8,1.8,Iris-virginica
 6.9,3.1,5.4,2.1,Iris-virginica
 6.7,3.1,5.6,2.4,Iris-virginica
 6.9,3.1,5.1,2.3,Iris-virginica
 5.8,2.7,5.1,1.9,Iris-virginica
 6.8,3.2,5.9,2.3,Iris-virginica
 6.7,3.3,5.7,2.5,Iris-virginica
 6.7,3.0,5.2,2.3,Iris-virginica
 6.3,2.5,5.0,1.9,Iris-virginica
 6.5,3.0,5.2,2.0,Iris-virginica
 6.2,3.4,5.4,2.3,Iris-virginica
 5.9,3.0,5.1,1.8,Iris-virginica
 %
 %
 %
diff --git a/simple-results.txt b/simple-results.txt
 Predicting class a for instance [1.0,1.0], class: a -- Correct!
 Predicting class b for instance [9.4,6.4], class: b -- Correct!
 Predicting class a for instance [2.5,2.1], class: a -- Correct!
 Predicting class b for instance [8.0,7.7], class: b -- Correct!
 Predicting class a for instance [0.5,2.2], class: a -- Correct!
 Predicting class b for instance [7.9,8.4], class: b -- Correct!
 Predicting class b for instance [7.0,7.0], class: b -- Correct!
 Predicting class a for instance [2.8,0.8], class: a -- Correct!
 Predicting class a for instance [1.2,3.0], class: a -- Correct!
 Predicting class b for instance [7.8,6.1], class: b -- Correct!

 Correct: 10
 Incorrect: 0
 Total: 10
 Percentage correct: 100.0
diff --git a/simple.arff b/simple.arff
 @relation simple

 @attribute a01 numeric
 @attribute a02 numeric
 @attribute class {a, b}

 @data

 1.0,1.0,a
 9.4,6.4,b
 2.5,2.1,a
 8.0,7.7,b
 0.5,2.2,a
 7.9,8.4,b
 7.0,7.0,b
 2.8,0.8,a
 1.2,3.0,a
 7.8,6.1,b
	Predicting class Iris-setosa for instance [5.1,3.5,1.4,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [4.9,3.0,1.4,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [4.7,3.2,1.3,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [4.6,3.1,1.5,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.0,3.6,1.4,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.4,3.9,1.7,0.4], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [4.6,3.4,1.4,0.3], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.0,3.4,1.5,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [4.4,2.9,1.4,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [4.9,3.1,1.5,0.1], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.4,3.7,1.5,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [4.8,3.4,1.6,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [4.8,3.0,1.4,0.1], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [4.3,3.0,1.1,0.1], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.8,4.0,1.2,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.7,4.4,1.5,0.4], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.4,3.9,1.3,0.4], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.1,3.5,1.4,0.3], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.7,3.8,1.7,0.3], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.1,3.8,1.5,0.3], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.4,3.4,1.7,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.1,3.7,1.5,0.4], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [4.6,3.6,1.0,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.1,3.3,1.7,0.5], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [4.8,3.4,1.9,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.0,3.0,1.6,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.0,3.4,1.6,0.4], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.2,3.5,1.5,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.2,3.4,1.4,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [4.7,3.2,1.6,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [4.8,3.1,1.6,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.4,3.4,1.5,0.4], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.2,4.1,1.5,0.1], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.5,4.2,1.4,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [4.9,3.1,1.5,0.1], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.0,3.2,1.2,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.5,3.5,1.3,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [4.9,3.1,1.5,0.1], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [4.4,3.0,1.3,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.1,3.4,1.5,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.0,3.5,1.3,0.3], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [4.5,2.3,1.3,0.3], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [4.4,3.2,1.3,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.0,3.5,1.6,0.6], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.1,3.8,1.9,0.4], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [4.8,3.0,1.4,0.3], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.1,3.8,1.6,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [4.6,3.2,1.4,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.3,3.7,1.5,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-setosa for instance [5.0,3.3,1.4,0.2], class: Iris-setosa -- Correct!
	Predicting class Iris-versicolor for instance [7.0,3.2,4.7,1.4], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [6.4,3.2,4.5,1.5], class: Iris-versicolor -- Correct!
	Predicting class Iris-virginica for instance [6.9,3.1,4.9,1.5], class: Iris-versicolor -- Incorrect
	Predicting class Iris-versicolor for instance [5.5,2.3,4.0,1.3], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [6.5,2.8,4.6,1.5], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.7,2.8,4.5,1.3], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [6.3,3.3,4.7,1.6], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [4.9,2.4,3.3,1.0], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [6.6,2.9,4.6,1.3], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.2,2.7,3.9,1.4], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.0,2.0,3.5,1.0], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.9,3.0,4.2,1.5], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [6.0,2.2,4.0,1.0], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [6.1,2.9,4.7,1.4], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.6,2.9,3.6,1.3], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [6.7,3.1,4.4,1.4], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.6,3.0,4.5,1.5], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.8,2.7,4.1,1.0], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [6.2,2.2,4.5,1.5], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.6,2.5,3.9,1.1], class: Iris-versicolor -- Correct!
	Predicting class Iris-virginica for instance [5.9,3.2,4.8,1.8], class: Iris-versicolor -- Incorrect
	Predicting class Iris-versicolor for instance [6.1,2.8,4.0,1.3], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [6.3,2.5,4.9,1.5], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [6.1,2.8,4.7,1.2], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [6.4,2.9,4.3,1.3], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [6.6,3.0,4.4,1.4], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [6.8,2.8,4.8,1.4], class: Iris-versicolor -- Correct!
	Predicting class Iris-virginica for instance [6.7,3.0,5.0,1.7], class: Iris-versicolor -- Incorrect
	Predicting class Iris-versicolor for instance [6.0,2.9,4.5,1.5], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.7,2.6,3.5,1.0], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.5,2.4,3.8,1.1], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.5,2.4,3.7,1.0], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.8,2.7,3.9,1.2], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [6.0,2.7,5.1,1.6], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.4,3.0,4.5,1.5], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [6.0,3.4,4.5,1.6], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [6.7,3.1,4.7,1.5], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [6.3,2.3,4.4,1.3], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.6,3.0,4.1,1.3], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.5,2.5,4.0,1.3], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.5,2.6,4.4,1.2], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [6.1,3.0,4.6,1.4], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.8,2.6,4.0,1.2], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.0,2.3,3.3,1.0], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.6,2.7,4.2,1.3], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.7,3.0,4.2,1.2], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.7,2.9,4.2,1.3], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [6.2,2.9,4.3,1.3], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.1,2.5,3.0,1.1], class: Iris-versicolor -- Correct!
	Predicting class Iris-versicolor for instance [5.7,2.8,4.1,1.3], class: Iris-versicolor -- Correct!
	Predicting class Iris-virginica for instance [6.3,3.3,6.0,2.5], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [5.8,2.7,5.1,1.9], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [7.1,3.0,5.9,2.1], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.3,2.9,5.6,1.8], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.5,3.0,5.8,2.2], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [7.6,3.0,6.6,2.1], class: Iris-virginica -- Correct!
	Predicting class Iris-versicolor for instance [4.9,2.5,4.5,1.7], class: Iris-virginica -- Incorrect
	Predicting class Iris-virginica for instance [7.3,2.9,6.3,1.8], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.7,2.5,5.8,1.8], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [7.2,3.6,6.1,2.5], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.5,3.2,5.1,2.0], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.4,2.7,5.3,1.9], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.8,3.0,5.5,2.1], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [5.7,2.5,5.0,2.0], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [5.8,2.8,5.1,2.4], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.4,3.2,5.3,2.3], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.5,3.0,5.5,1.8], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [7.7,3.8,6.7,2.2], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [7.7,2.6,6.9,2.3], class: Iris-virginica -- Correct!
	Predicting class Iris-versicolor for instance [6.0,2.2,5.0,1.5], class: Iris-virginica -- Incorrect
	Predicting class Iris-virginica for instance [6.9,3.2,5.7,2.3], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [5.6,2.8,4.9,2.0], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [7.7,2.8,6.7,2.0], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.3,2.7,4.9,1.8], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.7,3.3,5.7,2.1], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [7.2,3.2,6.0,1.8], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.2,2.8,4.8,1.8], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.1,3.0,4.9,1.8], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.4,2.8,5.6,2.1], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [7.2,3.0,5.8,1.6], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [7.4,2.8,6.1,1.9], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [7.9,3.8,6.4,2.0], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.4,2.8,5.6,2.2], class: Iris-virginica -- Correct!
	Predicting class Iris-versicolor for instance [6.3,2.8,5.1,1.5], class: Iris-virginica -- Incorrect
	Predicting class Iris-virginica for instance [6.1,2.6,5.6,1.4], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [7.7,3.0,6.1,2.3], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.3,3.4,5.6,2.4], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.4,3.1,5.5,1.8], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.0,3.0,4.8,1.8], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.9,3.1,5.4,2.1], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.7,3.1,5.6,2.4], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.9,3.1,5.1,2.3], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [5.8,2.7,5.1,1.9], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.8,3.2,5.9,2.3], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.7,3.3,5.7,2.5], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.7,3.0,5.2,2.3], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.3,2.5,5.0,1.9], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.5,3.0,5.2,2.0], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [6.2,3.4,5.4,2.3], class: Iris-virginica -- Correct!
	Predicting class Iris-virginica for instance [5.9,3.0,5.1,1.8], class: Iris-virginica -- Correct!

	Correct: 144
	Incorrect: 6
	Total: 150
	Percentage correct: 96.0
	% 1. Title: Iris Plants Database
	%
	% 2. Sources:
	% (a) Creator: R.A. Fisher
	% (b) Donor: Michael Marshall (MARSHALL%PLU@io.arc.nasa.gov)
	% (c) Date: July, 1988
	%
	% 3. Past Usage:
	% - Publications: too many to mention!!! Here are a few.
	% 1. Fisher,R.A. "The use of multiple measurements in taxonomic problems"
	% Annual Eugenics, 7, Part II, 179-188 (1936); also in "Contributions
	% to Mathematical Statistics" (John Wiley, NY, 1950).
	% 2. Duda,R.O., & Hart,P.E. (1973) Pattern Classification and Scene Analysis.
	% (Q327.D83) John Wiley & Sons. ISBN 0-471-22361-1. See page 218.
	% 3. Dasarathy, B.V. (1980) "Nosing Around the Neighborhood: A New System
	% Structure and Classification Rule for Recognition in Partially Exposed
	% Environments". IEEE Transactions on Pattern Analysis and Machine
	% Intelligence, Vol. PAMI-2, No. 1, 67-71.
	% -- Results:
	% -- very low misclassification rates (0% for the setosa class)
	% 4. Gates, G.W. (1972) "The Reduced Nearest Neighbor Rule". IEEE
	% Transactions on Information Theory, May 1972, 431-433.
	% -- Results:
	% -- very low misclassification rates again
	% 5. See also: 1988 MLC Proceedings, 54-64. Cheeseman et al's AUTOCLASS II
	% conceptual clustering system finds 3 classes in the data.
	%
	% 4. Relevant Information:
	% --- This is perhaps the best known database to be found in the pattern
	% recognition literature. Fisher's paper is a classic in the field
	% and is referenced frequently to this day. (See Duda & Hart, for
	% example.) The data set contains 3 classes of 50 instances each,
	% where each class refers to a type of iris plant. One class is
	% linearly separable from the other 2; the latter are NOT linearly
	% separable from each other.
	% --- Predicted attribute: class of iris plant.
	% --- This is an exceedingly simple domain.
	%
	% 5. Number of Instances: 150 (50 in each of three classes)
	%
	% 6. Number of Attributes: 4 numeric, predictive attributes and the class
	%
	% 7. Attribute Information:
	% 1. sepal length in cm
	% 2. sepal width in cm
	% 3. petal length in cm
	% 4. petal width in cm
	% 5. class:
	% -- Iris Setosa
	% -- Iris Versicolour
	% -- Iris Virginica
	%
	% 8. Missing Attribute Values: None
	%
	% Summary Statistics:
	% Min Max Mean SD Class Correlation
	% sepal length: 4.3 7.9 5.84 0.83 0.7826
	% sepal width: 2.0 4.4 3.05 0.43 -0.4194
	% petal length: 1.0 6.9 3.76 1.76 0.9490 (high!)
	% petal width: 0.1 2.5 1.20 0.76 0.9565 (high!)
	%
	% 9. Class Distribution: 33.3% for each of 3 classes.

	@RELATION iris

	@ATTRIBUTE sepallength REAL
	@ATTRIBUTE sepalwidth REAL
	@ATTRIBUTE petallength REAL
	@ATTRIBUTE petalwidth REAL
	@ATTRIBUTE class {Iris-setosa,Iris-versicolor,Iris-virginica}

	@DATA
	5.1,3.5,1.4,0.2,Iris-setosa
	4.9,3.0,1.4,0.2,Iris-setosa
	4.7,3.2,1.3,0.2,Iris-setosa
	4.6,3.1,1.5,0.2,Iris-setosa
	5.0,3.6,1.4,0.2,Iris-setosa
	5.4,3.9,1.7,0.4,Iris-setosa
	4.6,3.4,1.4,0.3,Iris-setosa
	5.0,3.4,1.5,0.2,Iris-setosa
	4.4,2.9,1.4,0.2,Iris-setosa
	4.9,3.1,1.5,0.1,Iris-setosa
	5.4,3.7,1.5,0.2,Iris-setosa
	4.8,3.4,1.6,0.2,Iris-setosa
	4.8,3.0,1.4,0.1,Iris-setosa
	4.3,3.0,1.1,0.1,Iris-setosa
	5.8,4.0,1.2,0.2,Iris-setosa
	5.7,4.4,1.5,0.4,Iris-setosa
	5.4,3.9,1.3,0.4,Iris-setosa
	5.1,3.5,1.4,0.3,Iris-setosa
	5.7,3.8,1.7,0.3,Iris-setosa
	5.1,3.8,1.5,0.3,Iris-setosa
	5.4,3.4,1.7,0.2,Iris-setosa
	5.1,3.7,1.5,0.4,Iris-setosa
	4.6,3.6,1.0,0.2,Iris-setosa
	5.1,3.3,1.7,0.5,Iris-setosa
	4.8,3.4,1.9,0.2,Iris-setosa
	5.0,3.0,1.6,0.2,Iris-setosa
	5.0,3.4,1.6,0.4,Iris-setosa
	5.2,3.5,1.5,0.2,Iris-setosa
	5.2,3.4,1.4,0.2,Iris-setosa
	4.7,3.2,1.6,0.2,Iris-setosa
	4.8,3.1,1.6,0.2,Iris-setosa
	5.4,3.4,1.5,0.4,Iris-setosa
	5.2,4.1,1.5,0.1,Iris-setosa
	5.5,4.2,1.4,0.2,Iris-setosa
	4.9,3.1,1.5,0.1,Iris-setosa
	5.0,3.2,1.2,0.2,Iris-setosa
	5.5,3.5,1.3,0.2,Iris-setosa
	4.9,3.1,1.5,0.1,Iris-setosa
	4.4,3.0,1.3,0.2,Iris-setosa
	5.1,3.4,1.5,0.2,Iris-setosa
	5.0,3.5,1.3,0.3,Iris-setosa
	4.5,2.3,1.3,0.3,Iris-setosa
	4.4,3.2,1.3,0.2,Iris-setosa
	5.0,3.5,1.6,0.6,Iris-setosa
	5.1,3.8,1.9,0.4,Iris-setosa
	4.8,3.0,1.4,0.3,Iris-setosa
	5.1,3.8,1.6,0.2,Iris-setosa
	4.6,3.2,1.4,0.2,Iris-setosa
	5.3,3.7,1.5,0.2,Iris-setosa
	5.0,3.3,1.4,0.2,Iris-setosa
	7.0,3.2,4.7,1.4,Iris-versicolor
	6.4,3.2,4.5,1.5,Iris-versicolor
	6.9,3.1,4.9,1.5,Iris-versicolor
	5.5,2.3,4.0,1.3,Iris-versicolor
	6.5,2.8,4.6,1.5,Iris-versicolor
	5.7,2.8,4.5,1.3,Iris-versicolor
	6.3,3.3,4.7,1.6,Iris-versicolor
	4.9,2.4,3.3,1.0,Iris-versicolor
	6.6,2.9,4.6,1.3,Iris-versicolor
	5.2,2.7,3.9,1.4,Iris-versicolor
	5.0,2.0,3.5,1.0,Iris-versicolor
	5.9,3.0,4.2,1.5,Iris-versicolor
	6.0,2.2,4.0,1.0,Iris-versicolor
	6.1,2.9,4.7,1.4,Iris-versicolor
	5.6,2.9,3.6,1.3,Iris-versicolor
	6.7,3.1,4.4,1.4,Iris-versicolor
	5.6,3.0,4.5,1.5,Iris-versicolor
	5.8,2.7,4.1,1.0,Iris-versicolor
	6.2,2.2,4.5,1.5,Iris-versicolor
	5.6,2.5,3.9,1.1,Iris-versicolor
	5.9,3.2,4.8,1.8,Iris-versicolor
	6.1,2.8,4.0,1.3,Iris-versicolor
	6.3,2.5,4.9,1.5,Iris-versicolor
	6.1,2.8,4.7,1.2,Iris-versicolor
	6.4,2.9,4.3,1.3,Iris-versicolor
	6.6,3.0,4.4,1.4,Iris-versicolor
	6.8,2.8,4.8,1.4,Iris-versicolor
	6.7,3.0,5.0,1.7,Iris-versicolor
	6.0,2.9,4.5,1.5,Iris-versicolor
	5.7,2.6,3.5,1.0,Iris-versicolor
	5.5,2.4,3.8,1.1,Iris-versicolor
	5.5,2.4,3.7,1.0,Iris-versicolor
	5.8,2.7,3.9,1.2,Iris-versicolor
	6.0,2.7,5.1,1.6,Iris-versicolor
	5.4,3.0,4.5,1.5,Iris-versicolor
	6.0,3.4,4.5,1.6,Iris-versicolor
	6.7,3.1,4.7,1.5,Iris-versicolor
	6.3,2.3,4.4,1.3,Iris-versicolor
	5.6,3.0,4.1,1.3,Iris-versicolor
	5.5,2.5,4.0,1.3,Iris-versicolor
	5.5,2.6,4.4,1.2,Iris-versicolor
	6.1,3.0,4.6,1.4,Iris-versicolor
	5.8,2.6,4.0,1.2,Iris-versicolor
	5.0,2.3,3.3,1.0,Iris-versicolor
	5.6,2.7,4.2,1.3,Iris-versicolor
	5.7,3.0,4.2,1.2,Iris-versicolor
	5.7,2.9,4.2,1.3,Iris-versicolor
	6.2,2.9,4.3,1.3,Iris-versicolor
	5.1,2.5,3.0,1.1,Iris-versicolor
	5.7,2.8,4.1,1.3,Iris-versicolor
	6.3,3.3,6.0,2.5,Iris-virginica
	5.8,2.7,5.1,1.9,Iris-virginica
	7.1,3.0,5.9,2.1,Iris-virginica
	6.3,2.9,5.6,1.8,Iris-virginica
	6.5,3.0,5.8,2.2,Iris-virginica
	7.6,3.0,6.6,2.1,Iris-virginica
	4.9,2.5,4.5,1.7,Iris-virginica
	7.3,2.9,6.3,1.8,Iris-virginica
	6.7,2.5,5.8,1.8,Iris-virginica
	7.2,3.6,6.1,2.5,Iris-virginica
	6.5,3.2,5.1,2.0,Iris-virginica
	6.4,2.7,5.3,1.9,Iris-virginica
	6.8,3.0,5.5,2.1,Iris-virginica
	5.7,2.5,5.0,2.0,Iris-virginica
	5.8,2.8,5.1,2.4,Iris-virginica
	6.4,3.2,5.3,2.3,Iris-virginica
	6.5,3.0,5.5,1.8,Iris-virginica
	7.7,3.8,6.7,2.2,Iris-virginica
	7.7,2.6,6.9,2.3,Iris-virginica
	6.0,2.2,5.0,1.5,Iris-virginica
	6.9,3.2,5.7,2.3,Iris-virginica
	5.6,2.8,4.9,2.0,Iris-virginica
	7.7,2.8,6.7,2.0,Iris-virginica
	6.3,2.7,4.9,1.8,Iris-virginica
	6.7,3.3,5.7,2.1,Iris-virginica
	7.2,3.2,6.0,1.8,Iris-virginica
	6.2,2.8,4.8,1.8,Iris-virginica
	6.1,3.0,4.9,1.8,Iris-virginica
	6.4,2.8,5.6,2.1,Iris-virginica
	7.2,3.0,5.8,1.6,Iris-virginica
	7.4,2.8,6.1,1.9,Iris-virginica
	7.9,3.8,6.4,2.0,Iris-virginica
	6.4,2.8,5.6,2.2,Iris-virginica
	6.3,2.8,5.1,1.5,Iris-virginica
	6.1,2.6,5.6,1.4,Iris-virginica
	7.7,3.0,6.1,2.3,Iris-virginica
	6.3,3.4,5.6,2.4,Iris-virginica
	6.4,3.1,5.5,1.8,Iris-virginica
	6.0,3.0,4.8,1.8,Iris-virginica
	6.9,3.1,5.4,2.1,Iris-virginica
	6.7,3.1,5.6,2.4,Iris-virginica
	6.9,3.1,5.1,2.3,Iris-virginica
	5.8,2.7,5.1,1.9,Iris-virginica
	6.8,3.2,5.9,2.3,Iris-virginica
	6.7,3.3,5.7,2.5,Iris-virginica
	6.7,3.0,5.2,2.3,Iris-virginica
	6.3,2.5,5.0,1.9,Iris-virginica
	6.5,3.0,5.2,2.0,Iris-virginica
	6.2,3.4,5.4,2.3,Iris-virginica
	5.9,3.0,5.1,1.8,Iris-virginica
	%
	%
	%
	Predicting class a for instance [1.0,1.0], class: a -- Correct!
	Predicting class b for instance [9.4,6.4], class: b -- Correct!
	Predicting class a for instance [2.5,2.1], class: a -- Correct!
	Predicting class b for instance [8.0,7.7], class: b -- Correct!
	Predicting class a for instance [0.5,2.2], class: a -- Correct!
	Predicting class b for instance [7.9,8.4], class: b -- Correct!
	Predicting class b for instance [7.0,7.0], class: b -- Correct!
	Predicting class a for instance [2.8,0.8], class: a -- Correct!
	Predicting class a for instance [1.2,3.0], class: a -- Correct!
	Predicting class b for instance [7.8,6.1], class: b -- Correct!

	Correct: 10
	Incorrect: 0
	Total: 10
	Percentage correct: 100.0
	@relation simple

	@attribute a01 numeric
	@attribute a02 numeric
	@attribute class {a, b}

	@data

	1.0,1.0,a
	9.4,6.4,b
	2.5,2.1,a
	8.0,7.7,b
	0.5,2.2,a
	7.9,8.4,b
	7.0,7.0,b
	2.8,0.8,a
	1.2,3.0,a
	7.8,6.1,b