instances/features,nr_attributes,nr_sym_attributes,nr_num_attributes,lm_naivebayes,lm_1nn,lm_1rule,nr_examples,missingvalues_total,classentropy,defaultaccuracy,classcount abalone,0.032142857,0.027027027,0.033980583,0.237026,0.203506,0.230087,0.085520658,0,0.766416089,0.164951,1 anneal,0.139285714,0.445945946,0.029126214,0.865281,0.991099,0.83633,0.018385815,0,0.253165554,0.761693,0.178571429 arrhythmia,1,1,1,0.612995,0.530966,0.584203,0.00925433,0.063109049,0.510954698,0.542035,0.464285714 audiology,0.25,0.945945946,0,0.686561,0.718577,0.465613,0.004627165,0.049033256,0.728103902,0.252212,0.857142857 autos,0.092857143,0.148648649,0.072815534,0.383571,0.452381,0.414762,0.004197207,0.009126063,0.483523802,0.326829,0.214285714 balance-scale,0.017857143,0.013513514,0.019417476,0.878469,0.77788,0.363543,0.012796364,0,0.280462402,0.4608,0.107142857 baseball,0.064285714,0.040540541,0.072815534,0.834328,0.921642,0.906716,0.027435404,0.003093581,0.114919114,0.906716,0.107142857 braziltourism,0.032142857,0.067567568,0.019417476,0.688328,0.6259,0.75122,0.008435363,0.014849188,0.236624459,0.771845,0.25 breast-cancer,0.035714286,0.135135135,0,0.727463,0.649754,0.671798,0.005855616,0.001392111,0.186783083,0.702797,0.071428571 breast-w,0.035714286,0.013513514,0.04368932,0.961387,0.954265,0.908551,0.014311453,0.002474865,0.197735228,0.655222,0.071428571 bridges_version1,0.046428571,0.135135135,0.014563107,0.6375,0.635227,0.145455,0.002190737,0.010982212,0.494413604,0.411215,0.214285714 bridges_version2,0.046428571,0.175675676,0,0.642727,0.624545,0.145455,0.002190737,0.010982212,0.494413604,0.411215,0.214285714 car,0.025,0.094594595,0,0.731352,0.745745,0.700081,0.035379387,0,0.256550797,0.700231,0.142857143 cmc,0.035714286,0.108108108,0.009708738,0.389653,0.369875,0.235875,0.03015847,0,0.327466429,0.42702,0.107142857 colic,0.082142857,0.216216216,0.033980583,0.777027,0.798724,0.815165,0.007534499,0.409435422,0.202207749,0.630435,0.071428571 colic.ORIG,0.1,0.283783784,0.033980583,0.663288,0.646547,0.684459,0.007534499,0.298066512,0.196151759,0.663043,0.071428571 credit-a,0.057142857,0.135135135,0.029126214,0.763768,0.784058,0.855072,0.014127186,0.010363496,0.210908739,0.555072,0.071428571 credit-g,0.075,0.189189189,0.033980583,0.705,0.641,0.664,0.020474182,0.636194896,0.187516304,0.7,0.071428571 cylinder-bands,0.142857143,0.297297297,0.087378641,0.612963,0.605556,0.487037,0.011056058,0.154524362,0.209045472,0.577778,0.071428571 dermatology,0.125,0.459459459,0.004854369,0.975525,0.929279,0.49467,0.007493551,0.001237432,0.517595392,0.306011,0.214285714 diabetes,0.032142857,0.013513514,0.038834951,0.753879,0.699197,0.717447,0.015724172,0,0.198547175,0.651042,0.071428571 ecoli,0.028571429,0.013513514,0.033980583,0.757487,0.726916,0.484492,0.006879325,0,0.465710316,0.425595,0.285714286 glass,0.035714286,0.013513514,0.04368932,0.829167,0.813929,0.497698,0.004381475,0,0.239933104,0.761682,0.142857143 haberman,0.014285714,0.027027027,0.009708738,0.751935,0.650645,0.735591,0.0062651,0,0.17740398,0.735294,0.071428571 hayes-roth_test,0.017857143,0.013513514,0.019417476,0.533333,0.5,0.566667,0.000573277,0,0.252269773,0.5,0.107142857 hayes-roth_train,0.017857143,0.013513514,0.019417476,0.643956,0.751099,0.402198,0.002702592,0,0.328938829,0.386364,0.107142857 heart-c,0.05,0.108108108,0.029126214,0.831935,0.765591,0.752043,0.006203677,0.001082753,0.211554297,0.544554,0.071428571 heart-h,0.05,0.108108108,0.029126214,0.815057,0.754023,0.811379,0.00601941,0.12095901,0.200674921,0.639456,0.071428571 heart-statlog,0.05,0.013513514,0.063106796,0.837037,0.755556,0.722222,0.005528029,0,0.210875759,0.555556,0.071428571 hepatitis,0.071428571,0.189189189,0.029126214,0.824167,0.81,0.77,0.003173498,0.0258314,0.156313766,0.793548,0.071428571 hypothyroid,0.107142857,0.310810811,0.033980583,0.954142,0.911991,0.964477,0.077228615,0.937973705,0.099284439,0.922853,0.142857143 ionosphere,0.125,0.013513514,0.165048544,0.794683,0.843571,0.783413,0.007186438,0,0.20039725,0.641026,0.071428571 iris,0.017857143,0.013513514,0.019417476,0.946667,0.946667,0.94,0.003071127,0,0.337239165,0.333333,0.107142857 kr-vs-kp,0.132142857,0.5,0,0.665688,0.672426,0.247932,0.065435486,0,0.212471568,0.522215,0.071428571 kropt,0.025,0.094594595,0,0.00221024,0.00260157,0.0441711,0.574423652,0,0.745596099,0.162283,0.642857143 labor,0.060714286,0.121621622,0.038834951,0.916667,0.823333,0.773333,0.001167028,0.050425367,0.198912084,0.649123,0.071428571 letter,0.060714286,0.013513514,0.077669903,0.6403,0.9588,0.1712,0.409483641,0,1,0.04065,0.928571429 liver-disorders,0.025,0.013513514,0.029126214,0.493025,0.588403,0.56521,0.007063593,0,0.208857167,0.57971,0.071428571 lung-cancer,0.203571429,0.77027027,0,0.333333,0.275,0.133333,0.000655174,0.021809745,0.333428373,0.40625,0.107142857 lymph,0.067857143,0.216216216,0.014563107,0.824762,0.822857,0.742857,0.003030179,0,0.261219071,0.547297,0.142857143 molecular-biology_promoters,0.210714286,0.797297297,0,0.86,0.74,0.481818,0.002170263,0.032791957,0.212774559,0.5,0.071428571 monks-problems-1_test,0.025,0.094594595,0,0.635307,0.458351,0.75074,0.008844847,0.083526682,0.212774559,0.5,0.071428571 monks-problems-1_train,0.025,0.094594595,0,0.599359,0.5,0.730128,0.002538799,0.02412993,0.212774559,0.5,0.071428571 monks-problems-2_test,0.025,0.094594595,0,0.617283,0.436522,0.670772,0.008844847,0.083526682,0.194389986,0.671296,0.071428571 monks-problems-2_train,0.025,0.094594595,0,0.524632,0.533456,0.568015,0.003460137,0.032482599,0.203650148,0.621302,0.071428571 monks-problems-3_test,0.025,0.094594595,0,0.972093,0.925581,0.677907,0.008844847,0.083526682,0.212300497,0.527778,0.071428571 monks-problems-3_train,0.025,0.094594595,0,0.909615,0.721795,0.637821,0.00249785,0.023047177,0.212733281,0.508197,0.071428571 mushroom,0.082142857,0.310810811,0,0.94363,1,0.985222,0.166332255,0.383604022,0.212576253,0.517971,0.071428571 nursery,0.032142857,0.121621622,0,0.814043,0.772685,0.709722,0.265345399,0,0.36522753,0.333333,0.178571429 optdigits,0.232142857,0.013513514,0.310679612,0.907829,0.984342,0.266014,0.115064903,0,0.706800913,0.101779,0.357142857 page-blocks,0.039285714,0.013513514,0.048543689,0.889102,0.951403,0.931846,0.112055198,0,0.13521036,0.89768,0.178571429 pendigits,0.060714286,0.013513514,0.077669903,0.856801,0.993086,0.384734,0.225052209,0,0.706575372,0.104076,0.357142857 postoperative-patient-data,0.032142857,0.121621622,0,0.666667,0.533333,0.677778,0.001842676,0.000464037,0.208584602,0.711111,0.107142857 primary-tumor,0.064285714,0.243243243,0,0.499171,0.336273,0.29327,0.006940748,0.034802784,0.684706403,0.339233,0.571428571 satimage,0.132142857,0.013513514,0.174757282,0.794868,0.902799,0.597045,0.131648991,0,0.528395829,0.238103,0.214285714 segment,0.071428571,0.013513514,0.09223301,0.80303,0.969697,0.642857,0.047295361,0,0.597332658,0.142857,0.25 shuttle-landing-control,0.025,0.094594595,0,0.75,0.8,0.65,0.000307113,0.006187162,0.206593671,0.6,0.071428571 sick,0.107142857,0.310810811,0.033980583,0.927642,0.959971,0.962094,0.077228615,0.937973705,0.070715837,0.938759,0.071428571 solar-flare_1,0.046428571,0.175675676,0,0.635417,0.597822,0.445833,0.006613161,0.228306265,0.494000821,0.272446,0.214285714 solar-flare_2,0.046428571,0.175675676,0,0.730788,0.682146,0.614636,0.021825478,0.664965197,0.502564997,0.310507,0.214285714 sonar,0.217857143,0.013513514,0.291262136,0.588333,0.535,0.475952,0.00425863,0,0.212078786,0.533654,0.071428571 soybean,0.128571429,0.486486486,0,0.884165,0.850405,0.249126,0.013983866,0.361484919,0.816098949,0.1347,0.678571429 spambase,0.207142857,0.013513514,0.276699029,0.790005,0.856356,0.723583,0.094201712,0,0.205829597,0.605955,0.071428571 spectf_test,0.160714286,0.013513514,0.213592233,0.673647,0.678917,0.737322,0.005507555,0.041608662,0.155487349,0.795539,0.071428571 spectf_train,0.160714286,0.013513514,0.213592233,0.725,0.6875,0.6,0.001637935,0.012374323,0.212774559,0.5,0.071428571 spect_test,0.082142857,0.310810811,0,0.763158,0.890058,0.916667,0.003828672,0,0.085733679,0.919786,0.071428571 spect_train,0.082142857,0.310810811,0,0.7125,0.4,0.6375,0.001637935,0,0.212774559,0.5,0.071428571 splice,0.221428571,0.837837838,0,0.943887,0.640752,0.240439,0.065312641,0,0.314942519,0.518809,0.107142857 tae,0.021428571,0.040540541,0.014563107,0.483333,0.633333,0.402917,0.003091601,0,0.337145544,0.344371,0.107142857 tic-tac-toe,0.035714286,0.135135135,0,0.438849,0.662632,0.572347,0.019614266,0,0.198083327,0.653445,0.071428571 vehicle,0.067857143,0.013513514,0.087378641,0.444314,0.680784,0.521275,0.017321158,0,0.425351238,0.257683,0.142857143 vote,0.060714286,0.22972973,0,0.896564,0.923996,0.956184,0.008906269,0.060634184,0.20475466,0.613793,0.071428571 vowel,0.05,0.054054054,0.048543689,0.59697,0.661616,0.267677,0.02026944,0,0.736078693,0.0909091,0.392857143 waveform-5000,0.146428571,0.013513514,0.194174757,0.8006,0.7376,0.5462,0.10237091,0,0.337222143,0.3384,0.107142857 yeast,0.032142857,0.013513514,0.038834951,0.553782,0.48718,0.384065,0.030383686,0,0.529898017,0.311995,0.357142857 zoo,0.064285714,0.22972973,0.004854369,0.95,0.97,0.402727,0.002067892,0,0.50865035,0.405941,0.25