class,mean,standard deviation,kurtosis,skewness,energy ratio,label,
nodefect,0.300935322,0.432569065,4.192296071,0.003909326,0.906905184,1,0
nodefect,0.289865287,0.416834573,4.405465335,0.007106965,0.913205018,1,0
nodefect,0.297087157,0.415883203,5.122951955,-0.004457877,0.976589669,1,0
nodefect,0.22837888,0.303647258,5.051335415,0.007586943,0.948312084,1,0
nodefect,0.217591904,0.295174981,5.051185241,0.003853586,0.931328832,1,0
nodefect,0.23111296,0.306321108,5.032595346,0.002411501,0.877038326,1,0
nodefect,0.225896607,0.303002591,4.697087136,0.004083456,0.839827404,1,0
nodefect,0.203459147,0.351745034,7.669785554,0.005698468,0.989307392,1,0
nodefect,0.195145641,0.334907665,7.585916243,0.006010434,0.988996073,1,0
nodefect,0.188522523,0.317347538,7.327894956,-0.003679192,0.980364224,1,0
nodefect,0.229543599,0.3662842,7.363765984,0.006980427,0.948271571,1,0
nodefect,0.200762194,0.331435003,9.078396044,-0.003172556,0.93679121,1,0
nodefect,0.159391747,0.260542862,9.463743125,0.004318168,0.890619993,1,0
nodefect,0.161562253,0.270843106,9.44636973,0.013078566,0.890849485,1,0
nodefect,0.302469142,0.446883254,4.038534874,0.003694279,0.920511743,1,0
nodefect,0.154723988,0.259379433,9.44636973,0.013078566,0.890849485,1,0
nodefect,0.259302363,0.370617811,5.527063778,-0.00453629,0.957090596,1,0
nodefect,0.206895065,0.295245329,5.942388514,-0.00704576,0.908266119,1,0
nodefect,0.19370215,0.275296151,6.019691084,-0.007236171,0.88786599,1,0
nodefect,0.249596066,0.356744715,5.527063778,-0.00453629,0.957090596,1,0
nodefect,0.230936116,0.334089116,5.905670205,-0.007431231,0.934136269,1,0
nodefect,0.116387958,0.168428046,6.918755455,-0.001187902,0.923452989,1,0
nodefect,0.182103874,0.24835442,5.390331759,-0.004677503,0.897886275,1,0
nodefect,0.205251306,0.293169798,5.971767079,-0.008466048,0.910479779,1,0
nodefect,0.177680013,0.231340572,4.267684984,0.00381148,0.91276331,1,0
nodefect,0.146964328,0.190107211,3.82674878,0.005296439,0.95354919,1,0
nodefect,0.161647366,0.265531854,7.720955951,0.006603744,0.976024571,1,0
nodefect,0.1462827,0.200012682,4.098500432,0.000575799,0.848993525,1,0
nodefect,0.155287286,0.203113397,4.052959162,-0.004759504,0.836215609,1,0
nodefect,0.166935489,0.214346088,3.87464569,0.004118766,0.932454271,1,0
nodefect,0.149973184,0.197105161,3.805784206,0.004724378,0.959486163,1,0
nodefect,0.206895065,0.295245329,5.942388514,-0.00704576,0.908266119,1,0
nodefect,0.19370215,0.275296151,6.019691084,-0.007236171,0.88786599,1,0
nodefect,0.301798814,0.434041464,4.221407735,0.006438162,0.914687889,1,0
nodefect,0.205361549,0.275192428,4.207220243,0.008844972,0.918244196,1,0
nodefect,0.224643315,0.300485655,5.062263737,0.004630048,0.931229603,1,0
nodefect,0.157836499,0.227122234,5.314855569,0.00767525,0.954907975,1,0
nodefect,0.319700303,0.450264974,3.54536092,0.002222851,0.840036019,1,0
nodefect,0.28156533,0.395221539,3.641142089,0.005095694,0.850990761,1,0
nodefect,0.259302363,0.370617811,5.527063778,-0.00453629,0.957090596,1,0
defect,0.1536131,0.231349695,6.168240427,0.003157447,0.938125313,0,1
defect,0.129987506,0.192687627,8.088895179,0.030766162,0.828277201,0,1
defect,0.154532304,0.240344743,8.323112981,0.017626471,0.862296593,0,1
defect,0.190081988,0.233188045,6.196743686,0.041602387,0.88178189,0,1
defect,0.166344579,0.201774156,6.276451086,0.045283698,0.845297011,0,1
defect,0.15629873,0.184167015,6.481228428,0.050545986,0.811569046,0,1
defect,0.337136865,0.420066027,3.185625437,0.009477306,0.933272439,0,1
defect,0.312998247,0.387292619,3.265945272,0.008424518,0.923065717,0,1
defect,0.292300798,0.358691279,3.329369353,0.013527994,0.91072442,0,1
defect,0.243097124,0.29759235,3.396323016,0.013886398,0.894908263,0,1
defect,0.198769596,0.23243066,3.436626169,0.014548024,0.801863751,0,1
defect,0.186624367,0.279892249,4.435783138,0.005741589,0.984025847,0,1
defect,0.225227817,0.344559316,4.826538706,0.001939344,0.983783529,0,1
defect,0.219261593,0.33744146,4.959604096,0.000455242,0.980542936,0,1
defect,0.290429255,0.440769221,4.195613973,0.005837542,0.990590045,0,1
defect,0.270816216,0.410486788,4.181477481,0.005179702,0.989797044,0,1
defect,0.263239717,0.398901763,4.173713846,0.006138191,0.988762062,0,1
defect,0.261092243,0.395883222,4.161581407,0.006220938,0.987778517,0,1
defect,0.327783337,0.409452388,2.89139756,0.005322644,0.957082964,0,1
defect,0.180609341,0.232132522,5.906523315,0.028382654,0.808179007,0,1
defect,0.132654042,0.204211514,5.575956191,0.012483006,0.805689698,0,1
defect,0.215739561,0.356158265,6.133330653,-0.000361019,0.95428235,0,1
defect,0.121802033,0.168867864,5.733246482,0.020392457,0.829059335,0,1
defect,0.157565236,0.230369996,5.575457184,0.011568833,0.880808038,0,1
defect,0.198026534,0.305510972,6.007269963,0.002551449,0.981466402,0,1
defect,0.173513514,0.247976731,5.202842924,-0.001838865,0.978349985,0,1
defect,0.239950346,0.333448378,4.569677943,0.000548102,0.970246084,0,1
defect,0.144854656,0.232162624,6.843013671,0.004306536,0.980331148,0,1
defect,0.150965723,0.243383379,6.922255246,0.000280858,0.979941414,0,1
defect,0.151755782,0.244197459,6.937266236,0.001820357,0.980224058,0,1
defect,0.148532543,0.238381892,6.965403913,0.000720357,0.978008474,0,1
defect,0.141502378,0.235130048,8.960352557,-0.000379188,0.976123928,0,1
defect,0.151605635,0.231247095,7.878374952,0.004385284,0.956322276,0,1
defect,0.146653977,0.222146975,7.734239241,0.009177866,0.953568049,0,1
defect,0.144547803,0.215852209,7.655065706,-0.006034203,0.954058262,0,1
defect,0.159019195,0.251031262,8.298191738,-0.002147672,0.967134703,0,1
defect,0.152457464,0.236840354,8.125805326,-0.001265782,0.963283815,0,1
defect,0.128692569,0.181170772,5.556601843,0.023297982,0.819763061,0,1
defect,0.121160183,0.169414264,5.727686404,0.03342854,0.907742732,0,1
defect,0.18234931,0.249001062,4.237407896,0.000914871,0.962904604,0,1
defect,0.101796377,0.193646343,9.477550696,0.003933284,0.967812792,0,1
defect,0.09947757,0.188120246,9.46727996,0.003184623,0.96384145,0,1
defect,0.097647193,0.183433256,9.416071545,0.004219247,0.961832289,0,1
defect,0.096082402,0.179167859,9.375322373,0.000846709,0.955267843,0,1
defect,0.214311588,0.291582116,3.675813249,0.009952435,0.957561673,0,1
defect,0.191465725,0.255347282,3.657300343,0.012155254,0.941645945,0,1
defect,0.11258543,0.218146655,9.493379913,0.00348075,0.975210226,0,1
defect,0.097211827,0.183947006,9.452182777,0.00203216,0.976587016,0,1
defect,0.103822956,0.199460244,9.386968214,0.006356319,0.976497959,0,1
defect,0.173406819,0.239343883,4.021545841,0.007526333,0.857458894,0,1
defect,0.156651316,0.229425464,5.06804792,0.002661413,0.961475799,0,1
defect,0.167173932,0.241572828,5.043969981,0.007749045,0.958313335,0,1
defect,0.164180827,0.253155894,5.823086658,0.014663041,0.964711413,0,1
defect,0.232445539,0.329465969,3.886199893,0.005054981,0.984434276,0,1
defect,0.230652082,0.326022774,3.853258172,0.00581016,0.98415197,0,1
defect,0.230341853,0.32534281,3.798549638,0.004391673,0.983394169,0,1
defect,0.198535373,0.288264893,4.570687775,0.005204716,0.987083892,0,1
defect,0.183878149,0.265842506,4.429368584,0.004345716,0.985672868,0,1
defect,0.175024765,0.251814975,4.304956494,0.002971404,0.984552441,0,1
defect,0.171663122,0.245571162,4.147596978,0.005343869,0.984024446,0,1
nodefect,0.317006326,0.458904579,4.145810785,0.007298194,0.907222232,1,0
nodefect,0.284091072,0.41775831,4.54958141,0.006785254,0.92291829,1,0
nodefect,0.282488792,0.418532607,4.734912821,0.008213276,0.932084167,1,0
nodefect,0.182635818,0.320274436,7.837121988,0.005256027,0.990539957,1,0
nodefect,0.231591989,0.405193622,7.808628727,0.004469649,0.989991501,1,0
nodefect,0.213116618,0.370767133,7.758330809,0.006005278,0.989626783,1,0
nodefect,0.267761226,0.38704226,3.738288458,0.002893716,0.869125079,1,0
nodefect,0.275850025,0.392925928,3.547560977,0.004054584,0.851069177,1,0
nodefect,0.239916764,0.34708118,5.905670205,-0.007431231,0.934136269,1,0
nodefect,0.215717098,0.309605124,5.933525773,-0.010967973,0.917163279,1,0
nodefect,0.203821869,0.352413817,7.676084778,0.005909317,0.990012391,1,0
nodefect,0.2011293,0.331888263,7.863507881,0.000432794,0.974278159,1,0
nodefect,0.124521459,0.162457658,3.666534252,6.72E-05,0.867964206,1,0
nodefect,0.284770274,0.405275731,3.542258934,0.003112663,0.859237207,1,0
nodefect,0.165977062,0.226364185,4.281553708,0.004570466,0.954727602,1,0
nodefect,0.115254233,0.185330235,8.859062939,-0.004189376,0.914348102,1,0
nodefect,0.111904619,0.159997725,6.808224185,-0.002987305,0.914437575,1,0
nodefect,0.219827964,0.350780899,7.363765984,0.006980427,0.948271571,1,0
nodefect,0.192264757,0.317406725,9.078396044,-0.003172556,0.93679121,1,0
nodefect,0.152645351,0.249515156,9.463743125,0.004318168,0.890619993,1,0
defect,0.189565932,0.243836579,6.008563656,0.033543336,0.858182183,0,1
defect,0.203379272,0.259004037,6.005224461,0.037668512,0.888003147,0,1
defect,0.17646974,0.218065877,6.204473681,0.046587803,0.869786692,0,1
defect,0.373919333,0.467822202,3.02459665,0.00687876,0.946592867,0,1
defect,0.233255461,0.28186469,3.399838228,0.011707736,0.878700445,0,1
defect,0.218919408,0.262652279,3.419562241,0.020596233,0.855947748,0,1
defect,0.209350727,0.249790001,3.470957275,0.016657023,0.834760072,0,1
defect,0.220910362,0.338075839,4.908227835,0.002480901,0.981968355,0,1
defect,0.218927254,0.334636761,5.0370367,0.003688277,0.976703107,0,1
defect,0.342778014,0.517315934,4.098817031,0.004732228,0.990990404,0,1
defect,0.171672072,0.26886671,6.078372306,-0.005377245,0.96591554,0,1
defect,0.195950248,0.317218636,5.681596662,0.004469566,0.912367806,0,1
defect,0.157201783,0.247042097,5.477420789,0.010834829,0.858509032,0,1
defect,0.141812619,0.20538347,5.424677967,0.00528108,0.945373439,0,1
defect,0.214520566,0.298092638,4.460943199,-0.00147089,0.969086986,0,1
defect,0.16937589,0.27148364,6.394112104,-0.003191885,0.9828366,0,1
defect,0.177762677,0.291125181,9.133074597,-0.010059249,0.972074151,0,1
defect,0.167054542,0.266567312,8.537215289,-0.002099162,0.969697963,0,1
defect,0.162056323,0.246851964,8.065179726,-0.001109776,0.9625597,0,1
defect,0.156063319,0.239301154,7.863239627,0.009409528,0.959270954,0,1
defect,0.167143556,0.249256322,5.207644258,0.005718168,0.98862048,0,1
defect,0.227361308,0.320804574,3.976267581,0.005852563,0.984658548,0,1
defect,0.228586773,0.320969037,3.721697077,0.00495263,0.982978944,0,1
defect,0.220603567,0.286157047,3.366321265,0.009648088,0.957090248,0,1
defect,0.27620502,0.380276247,4.036327655,0.002857393,0.976629326,0,1
defect,0.255378817,0.354311643,3.803247932,0.009904998,0.974129714,0,1
defect,0.241717471,0.33598231,3.774177203,0.006034625,0.96803403,0,1
defect,0.106116899,0.203537945,9.36536387,0.004459471,0.976220154,0,1
defect,0.105013105,0.201413755,9.409281277,0.001561309,0.973040202,0,1
defect,0.104456009,0.199923703,9.457963251,0.000737187,0.97112802,0,1