vowel.arff

一个由Mike Gashler完成的机器学习方面的includes neural net, naive bayesian classifier, decision tree, KNN, a genet

Train,David,Male,-2.308,2.023,-0.203,1.493,-1.223,0.379,-0.481,1.403,-0.045,0.402,hYd
Train,David,Male,-2.155,2.027,-0.393,1.354,-1.045,0.646,-0.246,1.279,-0.396,0.177,had
Train,David,Male,-2.652,2.156,-0.053,1.694,-1.258,0.062,-0.61,1.397,0.133,0.602,hOd
Train,David,Male,-3.834,3.749,-0.183,1.518,-1.585,-0.281,-0.334,1.191,0.425,-0.104,hod
Train,David,Male,-3.33,1.529,-0.552,2.023,-0.845,0.016,0.049,0.512,0.396,0.386,hUd
Train,David,Male,-4.17,2.232,-0.389,1.211,-1.011,0.57,0.543,0.218,1.206,0.044,hud
Train,David,Male,-2.867,1.391,-0.817,1.595,-0.883,1.143,-0.427,1.159,0.17,-0.456,hed
Train,David,Male,-1.393,-0.305,-2.29,1.1,-0.254,2.327,0.363,0.795,-1.521,-0.756,hid
Train,David,Male,-0.941,0.539,-2.02,0.314,-0.679,1.897,0.028,1.504,-0.632,0.111,hId
Train,David,Male,-1.332,0.848,-1.665,0.97,-0.463,1.522,-0.159,1.101,-0.541,-0.05,hEd
Train,David,Male,-1.57,1.655,-1.04,1.16,-0.923,0.961,-0.231,0.955,-0.273,0.065,hAd
Train,David,Male,-2.227,1.993,-0.156,1.554,-1.19,0.332,-0.548,1.362,-0.013,0.369,hYd
Train,David,Male,-2.043,1.95,-0.435,1.341,-1.049,0.558,-0.237,1.237,-0.283,0.306,had
Train,David,Male,-2.679,1.731,-0.09,2.003,-1.009,0.038,-0.822,1.232,0.128,0.72,hOd
Train,David,Male,-3.836,3.699,-0.225,1.52,-1.729,-0.184,0.064,0.97,0.5,-0.13,hod
Train,David,Male,-3.478,1.703,-0.557,2.191,-1.043,0.339,-0.004,0.587,0.45,0.006,hUd
Train,David,Male,-4.333,2.438,-0.219,1.372,-0.761,0.306,0.594,-0.022,1.103,0.19,hud
Train,David,Male,-2.704,1.285,-0.908,1.57,-0.84,1.044,-0.399,0.951,0.345,-0.695,hed
Train,David,Male,-1.417,-0.319,-2.254,1.072,-0.221,2.268,0.43,0.923,-1.486,-0.698,hid
Train,David,Male,-0.961,0.514,-1.951,0.364,-0.68,1.895,0.047,1.539,-0.63,0.094,hId
Train,David,Male,-1.22,0.831,-1.674,0.94,-0.425,1.463,-0.063,1.135,-0.422,0.06,hEd
Train,David,Male,-1.501,1.611,-1.003,1.156,-0.883,0.901,-0.169,0.862,-0.151,0.164,hAd
Train,David,Male,-2.176,1.952,-0.144,1.659,-1.128,0.28,-0.658,1.346,0.008,0.505,hYd
Train,David,Male,-1.891,1.776,-0.518,1.461,-1.05,0.567,-0.307,1.152,-0.239,0.325,had
Train,David,Male,-2.624,1.653,-0.156,2.023,-1.052,0.086,-0.752,1.341,0.196,0.71,hOd
Train,David,Male,-3.763,3.252,-0.262,1.52,-1.684,-0.225,0.235,0.989,0.616,0.046,hod
Train,David,Male,-3.549,1.905,-0.509,1.963,-1.2,0.847,-0.157,0.842,0.625,-0.586,hUd
Train,David,Male,-4.373,2.463,-0.171,1.501,-0.639,0.292,0.518,-0.114,1.127,0.332,hud
Train,David,Male,-2.562,1.361,-0.94,1.333,-1.047,1.208,-0.316,1.055,0.354,-0.77,hed
Train,David,Male,-1.384,-0.321,-2.266,0.937,-0.289,2.29,0.463,1.096,-1.436,-0.701,hid
Train,David,Male,-1.123,0.415,-1.954,0.563,-0.465,1.983,0.027,1.614,-0.568,0.007,hId
Train,David,Male,-1.28,0.798,-1.647,0.968,-0.418,1.609,-0.031,1.224,-0.374,0.044,hEd
Train,David,Male,-1.475,1.557,-1.009,1.202,-0.846,0.883,-0.138,0.822,-0.165,0.198,hAd
Train,David,Male,-2.205,1.804,-0.199,1.773,-1.089,0.312,-0.621,1.247,0.137,0.406,hYd
Train,David,Male,-1.824,1.682,-0.669,1.483,-1.036,0.711,-0.249,1.193,-0.274,0.224,had
Train,David,Male,-2.574,1.814,-0.167,1.826,-1.156,0.12,-0.609,1.543,0.11,0.75,hOd
Train,David,Male,-3.693,3.067,-0.273,1.619,-1.905,0.045,0.006,1.347,0.346,0.36,hod
Train,David,Male,-3.545,1.926,-0.512,1.732,-1.109,1.006,0.021,0.82,0.731,-0.639,hUd
Train,David,Male,-4.386,2.271,-0.157,1.536,-0.614,0.23,0.57,-0.117,1.074,0.397,hud
Train,David,Male,-2.53,1.492,-0.936,1.21,-1.154,1.316,-0.267,1.149,0.226,-0.77,hed
Train,David,Male,-1.215,-0.288,-2.423,0.834,-0.379,2.266,0.503,1.337,-1.36,-0.682,hid
Train,David,Male,-1.4,0.316,-1.894,0.83,-0.242,2.038,0.003,1.667,-0.515,-0.087,hId
Train,David,Male,-1.494,0.663,-1.58,1.191,-0.252,1.777,-0.072,1.189,-0.409,0.09,hEd
Train,David,Male,-1.512,1.492,-1.053,1.262,-0.809,0.941,-0.122,0.807,-0.206,0.145,hAd
Train,David,Male,-2.274,1.653,-0.226,1.857,-0.971,0.327,-0.605,1.121,0.121,0.291,hYd
Train,David,Male,-1.804,1.556,-0.803,1.388,-0.989,0.751,-0.029,0.963,-0.228,0.297,had
Train,David,Male,-2.447,1.914,-0.208,1.641,-1.159,0.104,-0.539,1.58,0.058,0.786,hOd
Train,David,Male,-3.675,3.132,-0.241,1.587,-1.75,-0.222,0.039,1.052,0.545,0.233,hod
Train,David,Male,-3.425,1.724,-0.638,1.573,-1.041,1.204,-0.124,1.258,0.548,-0.507,hUd
Train,David,Male,-4.376,2.216,-0.269,1.32,-0.66,0.159,0.719,0.008,1.058,0.472,hud
Train,David,Male,-2.52,1.52,-0.959,1.296,-1.103,1.149,-0.268,1.249,0.092,-0.682,hed
Train,Mark,Male,-1.548,-0.4,-1.659,0.244,-0.101,1.562,0.551,1.248,0.129,-0.456,hid
Train,Mark,Male,-1.614,0.287,-1.195,-0.252,-0.257,1.251,0.281,0.898,0.188,-0.423,hId
Train,Mark,Male,-1.891,0.988,-1.06,0.119,0.59,0.263,0.372,0.39,-0.376,-0.655,hEd
Train,Mark,Male,-2.03,1.764,-0.386,-0.249,0.18,0.117,0.096,-0.121,0.067,-0.552,hAd
Train,Mark,Male,-2.55,2.629,0.084,-0.159,-0.882,0.093,-0.19,0.961,0.032,-0.589,hYd
Train,Mark,Male,-2.464,1.968,0.026,0.078,-0.542,0.074,0.051,0.596,0.26,-0.437,had
Train,Mark,Male,-3.193,2.026,0.83,0.813,-1.205,0.036,-0.95,0.786,1.045,0.21,hOd
Train,Mark,Male,-3.566,1.504,0.94,1.829,-1.224,0.178,-1.454,0.92,0.767,1.059,hod
Train,Mark,Male,-3.299,1.73,0.187,0.121,-1.251,0.796,-0.366,1.091,0.493,0.436,hUd
Train,Mark,Male,-3.601,0.742,-0.238,0.332,-0.561,1.275,-0.014,0.844,0.558,0.659,hud
Train,Mark,Male,-2.439,0.789,0.082,0.242,-0.693,0.595,-0.353,0.702,0.413,0.098,hed
Train,Mark,Male,-1.507,-0.457,-1.728,0.256,-0.081,1.571,0.556,1.291,0.121,-0.456,hid
Train,Mark,Male,-1.425,0.256,-1.13,-0.284,-0.394,1.253,0.306,0.893,0.272,-0.378,hId
Train,Mark,Male,-1.814,0.923,-0.931,0.12,0.425,0.554,0.237,0.426,-0.184,-0.727,hEd
Train,Mark,Male,-2.007,1.814,-0.581,-0.027,0.127,0.081,0.089,-0.016,0.115,-0.719,hAd
Train,Mark,Male,-2.559,2.3,0.408,-0.001,-1.077,0.125,-0.254,0.975,0.07,-0.47,hYd
Train,Mark,Male,-2.431,1.873,0.208,0.123,-0.634,0.178,0.04,0.612,0.446,-0.562,had
Train,Mark,Male,-3.24,1.749,0.959,1.071,-1.188,0.018,-1.024,0.664,1.007,0.443,hOd
Train,Mark,Male,-3.565,1.363,0.958,1.976,-1.268,0.091,-1.363,0.72,0.738,1.145,hod
Train,Mark,Male,-3.198,1.373,0.392,0.423,-1.203,0.656,-0.428,0.994,0.576,0.865,hUd
Train,Mark,Male,-3.772,0.904,-0.195,0.317,-0.473,1.31,-0.043,0.898,0.536,0.503,hud
Train,Mark,Male,-2.434,0.87,0.127,0.224,-0.811,0.666,-0.233,0.705,0.408,0.136,hed
Train,Mark,Male,-1.656,-0.496,-1.719,0.363,-0.002,1.637,0.535,1.319,-0.012,-0.49,hid
Train,Mark,Male,-1.388,0.215,-1.105,-0.295,-0.39,1.282,0.356,0.816,0.292,-0.376,hId
Train,Mark,Male,-1.764,0.888,-1.001,0.197,0.3,0.66,0.159,0.557,-0.301,-0.65,hEd
Train,Mark,Male,-2.026,1.75,-0.526,-0.131,0.266,-0.055,0.084,0.063,0.047,-0.691,hAd
Train,Mark,Male,-2.531,1.802,0.739,0.236,-1.169,-0.069,-0.349,0.903,0.123,-0.119,hYd
Train,Mark,Male,-2.375,1.642,0.308,0.255,-0.82,0.225,-0.092,0.874,0.367,-0.525,had
Train,Mark,Male,-3.179,1.346,0.988,1.32,-0.852,-0.008,-1.234,0.347,1.02,0.771,hOd
Train,Mark,Male,-3.57,1.366,0.97,1.957,-1.262,0.002,-1.275,0.585,0.754,0.993,hod
Train,Mark,Male,-3.169,1.041,0.509,0.693,-1.185,0.673,-0.352,0.877,0.434,1.009,hUd
Train,Mark,Male,-4.066,1.05,-0.049,0.458,-0.357,1.331,-0.129,0.848,0.509,0.317,hud
Train,Mark,Male,-2.483,0.81,0.185,0.284,-0.917,0.73,-0.111,0.613,0.373,0.184,hed
Train,Mark,Male,-1.823,-0.578,-1.624,0.52,0.052,1.711,0.535,1.318,-0.115,-0.505,hid
Train,Mark,Male,-1.45,0.199,-1.127,-0.281,-0.372,1.287,0.369,0.855,0.303,-0.385,hId
Train,Mark,Male,-1.79,0.793,-1.041,0.214,0.215,0.694,0.121,0.583,-0.403,-0.487,hEd
Train,Mark,Male,-2.089,1.695,-0.528,-0.232,0.385,-0.137,0.033,0.071,0.033,-0.744,hAd
Train,Mark,Male,-2.475,1.498,0.864,0.397,-1.17,-0.234,-0.388,0.825,0.16,0.057,hYd
Train,Mark,Male,-2.314,1.494,0.294,0.245,-0.769,0.05,-0.068,0.819,0.618,-0.572,had
Train,Mark,Male,-3.062,1.008,0.935,1.443,-0.579,0.068,-1.333,0.106,0.958,0.979,hOd
Train,Mark,Male,-3.576,1.357,0.912,1.878,-1.166,0.039,-1.537,0.658,0.843,1.087,hod
Train,Mark,Male,-3.155,1.021,0.455,0.624,-1.306,0.842,-0.123,0.909,0.328,0.876,hUd
Train,Mark,Male,-4.316,1.147,0.088,0.593,-0.314,1.316,-0.255,0.761,0.492,0.133,hud
Train,Mark,Male,-2.608,0.839,0.203,0.305,-0.851,0.78,-0.143,0.607,0.344,0.106,hed
Train,Mark,Male,-1.953,-0.596,-1.543,0.619,0.056,1.742,0.592,1.289,-0.163,-0.523,hid
Train,Mark,Male,-1.495,0.117,-1.134,-0.249,-0.37,1.286,0.348,0.854,0.313,-0.376,hId
Train,Mark,Male,-1.921,0.719,-0.95,0.299,0.222,0.786,0.128,0.588,-0.462,-0.491,hEd
Train,Mark,Male,-2.052,1.483,-0.488,0.041,-0.131,0.273,-0.112,-0.064,0.307,-0.8,hAd
Train,Mark,Male,-2.507,1.528,0.852,0.331,-1.231,-0.259,-0.265,0.856,0.07,0.069,hYd
Train,Mark,Male,-2.291,1.146,0.352,0.354,-0.714,0.08,-0.181,0.787,0.709,-0.409,had
Train,Mark,Male,-2.933,0.717,0.829,1.508,-0.517,0.069,-1.163,0.021,0.866,1.066,hOd
Train,Mark,Male,-3.53,1.268,0.903,1.887,-1.279,0.008,-1.441,0.657,0.873,1.042,hod
Train,Mark,Male,-3.145,0.863,0.416,0.699,-1.378,0.892,0.02,0.89,0.221,0.834,hUd
Train,Mark,Male,-4.394,1.162,0.157,0.608,-0.409,1.352,-0.243,0.758,0.447,0.096,hud
Train,Mark,Male,-2.704,0.917,0.267,0.314,-0.756,0.818,-0.114,0.673,0.261,0.056,hed
Train,Mark,Male,-2.058,-0.61,-1.497,0.696,0.072,1.802,0.626,1.303,-0.192,-0.538,hid
Train,Mark,Male,-1.537,0.043,-1.125,-0.213,-0.378,1.265,0.33,0.87,0.293,-0.393,hId
Train,Mark,Male,-1.933,0.728,-1.015,0.27,0.199,0.78,0.192,0.706,-0.446,-0.595,hEd
Train,Mark,Male,-2.076,1.413,-0.584,0.19,-0.35,0.518,-0.406,0.313,0.027,-0.724,hAd
Train,Mark,Male,-2.554,1.532,0.812,0.367,-1.208,-0.352,-0.252,0.894,0.05,0.084,hYd
Train,Mark,Male,-2.343,0.788,0.373,0.492,-0.667,0.279,-0.24,0.827,0.589,-0.267,had
Train,Mark,Male,-2.834,0.654,0.733,1.434,-0.716,-0.028,-0.841,0.239,0.92,0.885,hOd
Train,Mark,Male,-3.482,1.127,0.899,1.993,-1.385,-0.05,-1.273,0.647,0.844,1.044,hod
Train,Mark,Male,-3.246,0.712,0.39,0.82,-1.352,1.074,0.197,0.857,-0.056,0.485,hUd
Train,Mark,Male,-4.521,1.43,0.162,0.58,-0.351,1.339,-0.259,0.81,0.431,-0.102,hud
Train,Mark,Male,-2.804,1.021,0.254,0.331,-0.654,0.854,-0.085,0.678,0.259,-0.031,hed
Train,Jo,Female,-3.034,-1.274,0.263,1.521,0.66,1.622,-0.361,-0.468,-0.74,0.517,hid
Train,Jo,Female,-3.118,0.356,0.377,1.447,0.868,0.407,-0.915,-0.546,-0.637,0.169,hId
Train,Jo,Female,-2.611,0.434,0.231,1.343,0.323,-0.378,-0.618,-0.219,-0.285,0.347,hEd
Train,Jo,Female,-1.566,0.93,-0.181,-0.155,-0.164,-0.277,0.144,-0.047,-0.694,0.282,hAd
Train,Jo,Female,-2.758,2.067,-0.31,-0.543,-0.687,0.091,0.881,0.172,-0.454,-0.093,hYd
Train,Jo,Female,-2.497,1.607,-0.621,-0.446,-0.226,-0.152,1.16,0.122,-0.809,0.495,had
Train,Jo,Female,-3.533,2.319,1.085,0.247,-1.053,-0.429,-0.026,1.305,-0.243,-0.671,hOd
Train,Jo,Female,-3.893,3.69,0.079,-0.151,-1.093,-0.518,0.198,1.583,-0.257,-0.169,hod
Train,Jo,Female,-4.079,2.663,-0.048,-0.315,0.234,0.861,0.335,0.435,-0.546,-0.928,hUd
Train,Jo,Female,-4.16,2.814,0.557,0.604,0.584,0.477,-0.272,0.784,-0.999,-0.781,hud
Train,Jo,Female,-2.91,0.918,-0.138,-0.382,0.115,0.29,0.418,0.757,-0.898,-0.189,hed
Train,Jo,Female,-3.162,-1.137,0.3,1.44,0.688,1.645,-0.447,-0.518,-0.52,0.641,hid
Train,Jo,Female,-3.224,0.487,0.822,1.324,0.753,0.352,-0.976,-0.562,-0.489,0.172,hId
Train,Jo,Female,-2.681,0.531,0.252,1.239,0.469,-0.339,-0.652,-0.417,-0.246,0.412,hEd
Train,Jo,Female,-1.577,0.907,-0.291,0.007,-0.256,-0.233,0.187,-0.052,-0.627,0.238,hAd
Train,Jo,Female,-2.861,2.091,-0.411,-0.438,-0.643,0.317,0.817,0.104,-0.481,-0.252,hYd
Train,Jo,Female,-2.445,1.503,-0.677,-0.46,-0.14,-0.002,1.014,0.061,-0.599,0.175,had
Train,Jo,Female,-3.406,2.403,1.025,0.108,-1.1,-0.316,0.099,1.541,-0.304,-0.671,hOd
Train,Jo,Female,-3.958,3.922,0.15,-0.265,-1.201,-0.249,0.202,1.163,-0.049,-0.039,hod
Train,Jo,Female,-4.071,2.754,-0.232,-0.262,0.356,0.694,0.381,0.5,-0.721,-0.859,hUd
Train,Jo,Female,-4.188,2.637,0.502,0.552,0.735,0.395,-0.026,0.803,-0.874,-0.913,hud
Train,Jo,Female,-2.923,0.919,-0.231,-0.307,0.075,0.265,0.403,0.691,-1.012,-0.157,hed
Train,Jo,Female,-3.39,-0.956,0.476,1.547,0.658,1.504,-0.65,-0.604,-0.295,0.616,hid
Train,Jo,Female,-3.128,0.28,0.955,1.264,0.753,0.437,-0.841,-0.517,-0.473,0,hId
Train,Jo,Female,-2.689,0.528,0.157,1.501,0.349,-0.412,-0.49,-0.512,-0.277,0.422,hEd
Train,Jo,Female,-1.693,0.807,-0.038,-0.051,-0.174,-0.372,0.117,0.053,-0.611,0.3,hAd
Train,Jo,Female,-2.927,2.202,-0.532,-0.486,-0.519,0.585,0.813,-0.133,-0.475,-0.349,hYd
Train,Jo,Female,-2.555,1.421,-0.8,-0.233,-0.078,0.244,0.771,-0.112,-0.707,0.165,had
Train,Jo,Female,-3.439,2.711,1.067,0.029,-1.12,-0.212,0.062,1.44,-0.353,-0.42,hOd
Train,Jo,Female,-4.067,3.908,-0.065,-0.378,-1.163,0.065,0.508,1.003,0.03,-0.187,hod
Train,Jo,Female,-4.068,2.566,-0.068,-0.152,0.126,0.548,0.453,0.577,-0.543,-0.896,hUd
Train,Jo,Female,-4.314,2.322,0.58,0.279,0.702,0.532,-0.068,0.814,-0.917,-1.109,hud
Train,Jo,Female,-3.02,1.033,-0.238,-0.286,0.088,0.235,0.372,0.563,-1.027,-0.151,hed
Train,Jo,Female,-3.485,-0.86,0.582,1.501,0.578,1.48,-0.663,-0.602,-0.318,0.575,hid
Train,Jo,Female,-3.049,0.084,0.981,1.193,0.761,0.495,-0.714,-0.466,-0.568,-0.149,hId
Train,Jo,Female,-2.837,0.528,0.241,1.629,0.23,-0.545,-0.643,-0.231,-0.186,0.45,hEd
Train,Jo,Female,-1.611,0.831,-0.056,-0.048,-0.044,-0.423,0.289,-0.092,-0.633,0.221,hAd
Train,Jo,Female,-2.939,2.157,-0.451,-0.209,-0.88,0.697,0.823,-0.035,-0.744,-0.193,hYd
Train,Jo,Female,-2.842,1.343,-0.713,0.003,0.126,0.411,0.538,-0.077,-0.995,0.092,had
Train,Jo,Female,-3.587,3.128,0.885,-0.188,-1.164,-0.215,0.051,1.344,-0.641,-0.253,hOd
Train,Jo,Female,-4.222,3.886,0.016,-0.144,-1.132,-0.053,0.519,1.024,0.075,-0.226,hod
Train,Jo,Female,-4.087,2.555,0.123,-0.151,0.118,0.474,0.365,0.495,-0.473,-0.886,hUd
Train,Jo,Female,-4.442,2.607,0.596,0.191,0.636,0.679,-0.14,0.774,-0.828,-1.122,hud
Train,Jo,Female,-2.976,1.033,-0.222,-0.099,0.081,0.052,0.479,0.517,-1.105,-0.125,hed
Train,Jo,Female,-3.689,-0.599,0.692,1.307,0.605,1.514,-0.752,-0.697,-0.355,0.702,hid
Train,Jo,Female,-3.278,0.324,1.047,1.152,0.725,0.168,-0.839,-0.381,-0.687,0.013,hId
Train,Jo,Female,-3.249,1.042,0.589,1.408,0.023,-0.821,-0.581,0.031,0.068,0.325,hEd
Train,Jo,Female,-1.596,0.885,-0.199,0.199,-0.115,-0.474,0.428,-0.113,-0.61,0.131,hAd
Train,Jo,Female,-2.986,2.072,-0.311,-0.083,-0.878,0.449,0.916,0.082,-0.905,-0.109,hYd
Train,Jo,Female,-3.003,1.163,-0.45,0.328,0.097,0.574,0.427,-0.017,-1.146,-0.06,had
Train,Jo,Female,-3.682,3.672,0.041,-0.508,-0.905,0.028,0.492,0.654,-0.722,-0.318,hOd
Train,Jo,Female,-4.21,3.869,0.164,-0.047,-1.251,-0.102,0.276,0.919,0.091,-0.159,hod
Train,Jo,Female,-4.129,2.686,0.308,-0.125,0.117,0.393,0.199,0.308,-0.478,-0.909,hUd
Train,Jo,Female,-4.497,3.018,0.609,0.115,0.673,0.709,-0.03,0.861,-0.704,-1.038,hud
Train,Jo,Female,-2.846,1.01,-0.219,-0.083,0.091,0.076,0.442,0.509,-1.181,-0.021,hed
Train,Jo,Female,-3.693,-0.568,0.727,1.236,0.612,1.502,-0.804,-0.763,-0.346,0.788,hid
Train,Jo,Female,-3.543,0.624,0.674,1.413,0.653,-0.445,-0.803,-0.256,-0.65,0.423,hId
Train,Jo,Female,-3.293,0.93,0.522,1.48,0.249,-0.661,-0.643,-0.094,-0.132,0.198,hEd
Train,Jo,Female,-1.708,0.944,-0.14,0.151,-0.092,-0.481,0.22,0.034,-0.692,0.19,hAd
Train,Jo,Female,-2.942,2.091,-0.353,-0.364,-0.61,0.401,0.864,0.191,-0.764,-0.235,hYd
Train,Jo,Female,-3.253,1.025,-0.286,0.713,-0.036,0.539,0.476,-0.116,-0.945,-0.108,had
Train,Jo,Female,-3.661,3.266,-0.117,-0.237,-0.755,0.092,0.686,0.381,-0.58,-0.687,hOd