@relation vowel @attribute 'Train or Test' { Train, Test} @attribute 'Speaker Number' { Andrew, Bill, David, Mark, Jo, Kate, Penny, Rose, Mike, Nick, Rich, Tim, Sarah, Sue, Wendy} @attribute 'Sex' { Male, Female} @attribute 'Feature 0' real @attribute 'Feature 1' real @attribute 'Feature 2' real @attribute 'Feature 3' real @attribute 'Feature 4' real @attribute 'Feature 5' real @attribute 'Feature 6' real @attribute 'Feature 7' real @attribute 'Feature 8' real @attribute 'Feature 9' real @attribute 'Class' {'hEd','hYd','hid','hod','hud'} @data Train,Andrew,Male,-3.639,0.418,-0.67,1.779,-0.168,1.627,-0.388,0.529,-0.874,-0.814,hid Train,Andrew,Male,-2.12,0.894,-1.576,0.147,-0.707,1.559,-0.579,0.676,-0.809,-0.049,hEd Train,Andrew,Male,-2.598,1.938,-0.846,1.062,-1.633,0.764,0.394,-0.15,0.277,-0.396,hYd Train,Andrew,Male,-3.941,2.305,0.124,1.771,-1.815,0.593,-0.435,0.992,0.575,-0.301,hod Train,Andrew,Male,-3.648,1.812,-1.378,1.578,0.065,1.577,-0.466,0.702,0.06,-0.836,hud Train,Andrew,Male,-3.653,0.373,-0.6,1.705,-0.222,1.765,-0.353,0.537,-0.797,-0.813,hid Train,Andrew,Male,-2.135,0.954,-1.632,0.121,-0.704,1.6,-0.628,0.713,-0.903,-0.027,hEd Train,Andrew,Male,-2.54,2.144,-1.024,0.933,-1.567,1.024,0.188,-0.047,0.309,-0.633,hYd Train,Andrew,Male,-3.951,2.25,0.127,1.772,-1.906,0.567,-0.432,1.045,0.598,-0.293,hod Train,Andrew,Male,-3.673,1.811,-1.405,1.621,0.044,1.572,-0.453,0.745,-0.066,-0.733,hud Train,Andrew,Male,-3.665,0.337,-0.641,1.791,-0.194,1.686,-0.359,0.57,-0.676,-0.841,hid Train,Andrew,Male,-2.105,1.035,-1.705,0.231,-0.558,1.554,-0.649,0.71,-0.855,-0.151,hEd Train,Andrew,Male,-2.635,2.147,-1.129,0.911,-1.407,1.095,-0.071,0.118,0.139,-0.685,hYd Train,Andrew,Male,-3.986,2.325,0.102,1.633,-2.014,0.576,-0.344,1.003,0.566,-0.245,hod Train,Andrew,Male,-3.74,1.832,-1.384,1.587,0.049,1.642,-0.516,0.707,-0.169,-0.522,hud Train,Andrew,Male,-3.624,0.305,-0.708,1.758,-0.194,1.675,-0.273,0.561,-0.577,-0.843,hid Train,Andrew,Male,-2.081,1.05,-1.778,0.411,-0.518,1.46,-0.576,0.735,-0.866,-0.172,hEd Train,Andrew,Male,-2.724,2.067,-1.142,0.923,-1.157,1.17,-0.276,0.172,-0.008,-0.649,hYd Train,Andrew,Male,-4.074,2.281,0.152,1.556,-1.613,-0.047,0.222,0.252,0.775,0.125,hod Train,Andrew,Male,-3.687,1.784,-1.593,1.603,0.123,1.424,-0.225,0.441,0.206,-0.714,hud Train,Andrew,Male,-3.593,0.29,-0.782,1.707,-0.175,1.662,-0.137,0.493,-0.492,-0.926,hid Train,Andrew,Male,-2.255,0.902,-1.723,0.454,-0.524,1.453,-0.614,0.761,-0.885,-0.118,hEd Train,Andrew,Male,-2.911,1.928,-1.131,0.899,-0.911,1.111,-0.208,-0.047,-0.029,-0.539,hYd Train,Andrew,Male,-4.208,2.447,0.049,1.331,-2.088,0.585,-0.05,0.82,0.606,-0.302,hod Train,Andrew,Male,-3.684,1.774,-1.728,1.611,0.1,1.393,-0.193,0.554,0.245,-0.919,hud Train,Andrew,Male,-3.604,0.235,-0.836,1.786,-0.153,1.642,-0.096,0.488,-0.524,-1.003,hid Train,Andrew,Male,-2.302,0.85,-1.646,0.455,-0.488,1.491,-0.617,0.819,-0.887,-0.08,hEd Train,Andrew,Male,-3.141,1.873,-1.131,0.941,-0.759,1.224,-0.354,0.016,-0.218,-0.568,hYd Train,Andrew,Male,-4.238,2.437,0.036,1.158,-2.127,0.554,0.12,0.823,0.565,-0.293,hod Train,Andrew,Male,-3.869,1.86,-1.646,1.612,0.044,1.531,-0.493,0.862,-0.106,-1.001,hud Train,Bill,Male,-4.102,0.209,0.414,0.423,0.985,1.434,0.663,0.036,-0.784,-0.668,hid Train,Bill,Male,-1.816,0.458,-0.947,-0.341,0.085,0.75,0.144,0.462,-0.24,-0.266,hEd Train,Bill,Male,-2.654,2.39,-0.008,0.07,-1.063,0.304,-0.105,0.281,0.488,-0.382,hYd Train,Bill,Male,-3.941,3.353,0.486,-0.506,-1.12,0.101,0.297,0.711,-0.078,0.648,hod Train,Bill,Male,-4.52,2.231,-0.088,0.513,-0.528,1.246,0.198,0.242,0.161,0.769,hud Train,Bill,Male,-4.275,0.162,0.728,0.662,0.94,1.269,0.711,0.073,-0.827,-0.655,hid Train,Bill,Male,-1.709,0.486,-0.953,-0.346,0.02,0.786,0.145,0.564,-0.229,-0.322,hEd Train,Bill,Male,-2.67,2.696,-0.231,-0.028,-1.014,0.486,-0.137,0.448,0.285,-0.482,hYd Train,Bill,Male,-3.902,3.586,0.334,-0.669,-1.087,0.255,0.461,0.812,-0.185,0.535,hod Train,Bill,Male,-4.65,2.455,0.013,0.681,-0.8,1.434,0.126,0.036,0.382,0.278,hud Train,Bill,Male,-4.473,0.373,0.858,0.919,0.778,1.272,0.653,-0.216,-0.891,-0.627,hid Train,Bill,Male,-1.976,0.389,-0.947,-0.25,-0.065,0.949,0.127,0.478,-0.323,-0.345,hEd Train,Bill,Male,-2.7,2.83,-0.389,0.032,-0.958,0.44,-0.168,0.519,0.169,-0.525,hYd Train,Bill,Male,-3.84,3.745,0.121,-0.656,-1.066,0.329,0.734,0.875,-0.295,0.418,hod Train,Bill,Male,-4.676,2.537,0.075,0.73,-0.933,1.493,0.049,0.076,0.254,0.276,hud Train,Bill,Male,-4.477,0.246,1.087,1.108,0.682,1.057,0.424,-0.264,-1.195,-0.52,hid Train,Bill,Male,-1.945,0.352,-1.053,-0.228,-0.12,0.927,0.088,0.509,-0.279,-0.246,hEd Train,Bill,Male,-2.724,2.998,-0.56,-0.077,-0.944,0.548,-0.08,0.4,0.144,-0.63,hYd Train,Bill,Male,-3.917,3.496,0.409,-0.531,-1.15,0.017,0.605,0.977,-0.328,0.447,hod Train,Bill,Male,-4.759,2.696,0.104,0.697,-0.787,1.114,0.205,-0.066,0.369,0.306,hud Train,Bill,Male,-4.314,-0.106,1.044,1.192,0.687,0.763,0.158,-0.193,-1.342,-0.447,hid Train,Bill,Male,-1.804,0.431,-1,-0.427,-0.094,0.848,0.084,0.636,-0.275,-0.214,hEd Train,Bill,Male,-2.748,3.217,-0.976,-0.213,-0.792,0.771,-0.032,0.223,0.043,-0.825,hYd Train,Bill,Male,-3.985,3.614,0.584,-0.42,-1.105,-0.174,0.348,0.885,-0.165,0.65,hod Train,Bill,Male,-4.88,3.064,0.06,0.434,-0.575,0.897,0.25,0.085,0.093,0.445,hud Train,Bill,Male,-4.158,-0.342,0.9,1.09,0.56,0.955,0.395,-0.328,-1.52,-0.498,hid Train,Bill,Male,-1.672,0.328,-0.833,-0.577,-0.363,0.84,0.18,0.682,-0.124,-0.109,hEd Train,Bill,Male,-2.788,3.194,-1.142,-0.313,-0.58,0.357,0.281,0.082,0.109,-0.858,hYd Train,Bill,Male,-3.963,3.938,0.466,-0.564,-1.042,-0.064,0.241,0.888,-0.032,0.798,hod Train,Bill,Male,-4.944,3.325,0.015,0.079,-0.593,1.047,0.337,0.296,-0.453,0.371,hud Train,David,Male,-1.202,-0.253,-2.487,0.809,-0.367,2.169,0.32,1.034,-1.385,-0.706,hid Train,David,Male,-1.768,0.786,-1.468,1.077,-0.347,1.704,-0.171,1.076,-0.691,-0.06,hEd Train,David,Male,-2.432,2.126,-0.218,1.422,-1.169,0.41,-0.393,1.326,-0.067,0.225,hYd Train,David,Male,-3.813,3.705,-0.157,1.561,-1.503,-0.366,-0.581,1.412,0.29,-0.099,hod Train,David,Male,-3.972,2.279,-0.62,0.954,-1.09,0.719,0.717,0.3,1.309,0.171,hud Train,David,Male,-1.298,-0.295,-2.433,0.955,-0.278,2.252,0.285,0.915,-1.569,-0.562,hid Train,David,Male,-1.501,0.847,-1.619,0.92,-0.488,1.616,-0.161,1.127,-0.613,-0.051,hEd 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,-3.834,3.749,-0.183,1.518,-1.585,-0.281,-0.334,1.191,0.425,-0.104,hod 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,-1.393,-0.305,-2.29,1.1,-0.254,2.327,0.363,0.795,-1.521,-0.756,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,-2.227,1.993,-0.156,1.554,-1.19,0.332,-0.548,1.362,-0.013,0.369,hYd 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,-4.333,2.438,-0.219,1.372,-0.761,0.306,0.594,-0.022,1.103,0.19,hud 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,-1.22,0.831,-1.674,0.94,-0.425,1.463,-0.063,1.135,-0.422,0.06,hEd 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,-3.763,3.252,-0.262,1.52,-1.684,-0.225,0.235,0.989,0.616,0.046,hod 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,-1.384,-0.321,-2.266,0.937,-0.289,2.29,0.463,1.096,-1.436,-0.701,hid Train,David,Male,-1.28,0.798,-1.647,0.968,-0.418,1.609,-0.031,1.224,-0.374,0.044,hEd 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,-3.693,3.067,-0.273,1.619,-1.905,0.045,0.006,1.347,0.346,0.36,hod 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,-1.215,-0.288,-2.423,0.834,-0.379,2.266,0.503,1.337,-1.36,-0.682,hid Train,David,Male,-1.494,0.663,-1.58,1.191,-0.252,1.777,-0.072,1.189,-0.409,0.09,hEd 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,-3.675,3.132,-0.241,1.587,-1.75,-0.222,0.039,1.052,0.545,0.233,hod 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,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,-1.891,0.988,-1.06,0.119,0.59,0.263,0.372,0.39,-0.376,-0.655,hEd 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,-3.566,1.504,0.94,1.829,-1.224,0.178,-1.454,0.92,0.767,1.059,hod Train,Mark,Male,-3.601,0.742,-0.238,0.332,-0.561,1.275,-0.014,0.844,0.558,0.659,hud 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,-1.814,0.923,-0.931,0.12,0.425,0.554,0.237,0.426,-0.184,-0.727,hEd 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,-3.565,1.363,0.958,1.976,-1.268,0.091,-1.363,0.72,0.738,1.145,hod Train,Mark,Male,-3.772,0.904,-0.195,0.317,-0.473,1.31,-0.043,0.898,0.536,0.503,hud 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,-1.764,0.888,-1.001,0.197,0.3,0.66,0.159,0.557,-0.301,-0.65,hEd 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,-3.57,1.366,0.97,1.957,-1.262,0.002,-1.275,0.585,0.754,0.993,hod 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,-1.823,-0.578,-1.624,0.52,0.052,1.711,0.535,1.318,-0.115,-0.505,hid Train,Mark,Male,-1.79,0.793,-1.041,0.214,0.215,0.694,0.121,0.583,-0.403,-0.487,hEd 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,-3.576,1.357,0.912,1.878,-1.166,0.039,-1.537,0.658,0.843,1.087,hod 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,-1.953,-0.596,-1.543,0.619,0.056,1.742,0.592,1.289,-0.163,-0.523,hid Train,Mark,Male,-1.921,0.719,-0.95,0.299,0.222,0.786,0.128,0.588,-0.462,-0.491,hEd 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,-3.53,1.268,0.903,1.887,-1.279,0.008,-1.441,0.657,0.873,1.042,hod 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,-2.058,-0.61,-1.497,0.696,0.072,1.802,0.626,1.303,-0.192,-0.538,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,-2.554,1.532,0.812,0.367,-1.208,-0.352,-0.252,0.894,0.05,0.084,hYd 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,-4.521,1.43,0.162,0.58,-0.351,1.339,-0.259,0.81,0.431,-0.102,hud 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,-2.611,0.434,0.231,1.343,0.323,-0.378,-0.618,-0.219,-0.285,0.347,hEd 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,-3.893,3.69,0.079,-0.151,-1.093,-0.518,0.198,1.583,-0.257,-0.169,hod Train,Jo,Female,-4.16,2.814,0.557,0.604,0.584,0.477,-0.272,0.784,-0.999,-0.781,hud 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,-2.681,0.531,0.252,1.239,0.469,-0.339,-0.652,-0.417,-0.246,0.412,hEd 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,-3.958,3.922,0.15,-0.265,-1.201,-0.249,0.202,1.163,-0.049,-0.039,hod Train,Jo,Female,-4.188,2.637,0.502,0.552,0.735,0.395,-0.026,0.803,-0.874,-0.913,hud 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,-2.689,0.528,0.157,1.501,0.349,-0.412,-0.49,-0.512,-0.277,0.422,hEd 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,-4.067,3.908,-0.065,-0.378,-1.163,0.065,0.508,1.003,0.03,-0.187,hod Train,Jo,Female,-4.314,2.322,0.58,0.279,0.702,0.532,-0.068,0.814,-0.917,-1.109,hud 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,-2.837,0.528,0.241,1.629,0.23,-0.545,-0.643,-0.231,-0.186,0.45,hEd 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,-4.222,3.886,0.016,-0.144,-1.132,-0.053,0.519,1.024,0.075,-0.226,hod Train,Jo,Female,-4.442,2.607,0.596,0.191,0.636,0.679,-0.14,0.774,-0.828,-1.122,hud 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,-3.249,1.042,0.589,1.408,0.023,-0.821,-0.581,0.031,0.068,0.325,hEd 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,-4.21,3.869,0.164,-0.047,-1.251,-0.102,0.276,0.919,0.091,-0.159,hod Train,Jo,Female,-4.497,3.018,0.609,0.115,0.673,0.709,-0.03,0.861,-0.704,-1.038,hud 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,-3.293,0.93,0.522,1.48,0.249,-0.661,-0.643,-0.094,-0.132,0.198,hEd 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,-4.216,3.638,0.192,-0.023,-1.231,-0.32,0.128,1.03,0.061,-0.179,hod Train,Jo,Female,-4.544,3.046,1.028,-0.016,0.447,0.884,-0.094,0.885,-0.459,-1.099,hud Train,Kate,Female,-3.322,-0.303,-0.5,0.963,0.921,0.981,1.059,-1.079,-1.004,0.112,hid Train,Kate,Female,-2.665,0.772,-1.009,1.307,0.287,0.855,-0.466,-0.19,-0.721,0.407,hEd Train,Kate,Female,-2.905,2.311,-0.658,0.022,-1.121,0.25,0.467,0.484,-0.157,-0.676,hYd Train,Kate,Female,-4.243,3.354,-0.415,0.898,-1.027,-0.281,0.576,0.48,0.564,-0.085,hod Train,Kate,Female,-4.694,3.229,-1.153,0.702,0.452,0.298,0.454,0.001,-0.264,-1.399,hud Train,Kate,Female,-3.268,-0.079,-0.693,0.763,1.043,1.194,0.892,-1.293,-1.033,0.199,hid Train,Kate,Female,-2.693,0.771,-0.87,1.341,0.317,0.925,-0.328,-0.169,-0.936,0.399,hEd Train,Kate,Female,-2.882,2.165,-0.589,0.173,-1.165,0.014,0.571,0.502,-0.093,-0.616,hYd Train,Kate,Female,-4.228,3.111,-0.38,1.16,-1.188,-0.362,0.516,0.507,0.669,-0.074,hod Train,Kate,Female,-4.708,3.269,-1.121,0.701,0.437,0.176,0.552,0.004,-0.168,-1.484,hud Train,Kate,Female,-3.347,-0.159,-0.414,0.922,0.973,0.978,0.929,-1.211,-1.268,0.278,hid Train,Kate,Female,-2.875,0.868,-0.728,1.439,0.355,0.846,-0.378,-0.233,-1.072,0.505,hEd Train,Kate,Female,-2.859,2.255,-0.676,0.098,-1.086,0.041,0.732,0.305,-0.141,-0.636,hYd Train,Kate,Female,-4.188,3.229,-0.456,1.077,-1.385,-0.104,0.459,0.558,0.701,-0.32,hod Train,Kate,Female,-4.744,3.385,-0.886,0.571,0.235,0.183,0.357,0.04,0.203,-1.68,hud Train,Kate,Female,-3.594,-0.137,-0.028,1.018,1.069,0.723,0.695,-0.982,-1.433,0.249,hid Train,Kate,Female,-3.086,1.01,-0.627,1.508,0.338,0.747,-0.479,-0.323,-1.087,0.645,hEd Train,Kate,Female,-2.846,2.43,-0.78,-0.153,-0.905,0.24,0.746,0.14,-0.114,-0.746,hYd Train,Kate,Female,-4.175,3.32,-0.446,0.988,-1.48,0.133,0.507,0.605,0.691,-0.462,hod Train,Kate,Female,-4.788,3.632,-0.71,0.3,0.366,-0.121,0.403,-0.016,0.124,-1.32,hud Train,Kate,Female,-3.781,-0.011,0.102,1.115,1.036,0.651,0.615,-1.082,-1.272,0.05,hid Train,Kate,Female,-3.091,0.935,-0.574,1.36,0.416,0.764,-0.48,-0.144,-1.295,0.696,hEd Train,Kate,Female,-2.884,2.424,-0.764,-0.108,-1.015,0.361,0.712,0.133,-0.017,-0.847,hYd Train,Kate,Female,-4.172,3.188,-0.375,1.028,-1.41,0.008,0.513,0.635,0.802,-0.28,hod Train,Kate,Female,-4.836,3.871,-0.684,0.182,0.349,-0.176,0.317,0.059,-0.024,-1.13,hud Train,Kate,Female,-3.858,0.115,0.05,1.17,0.975,0.703,0.585,-1.191,-1.172,-0.076,hid Train,Kate,Female,-2.952,0.777,-0.74,1.311,0.424,0.853,-0.319,-0.082,-1.456,0.616,hEd Train,Kate,Female,-2.898,2.421,-0.81,-0.043,-1.164,0.448,0.69,0.218,-0.078,-0.876,hYd Train,Kate,Female,-4.076,3.336,-0.688,0.677,-1.472,0.461,0.682,0.724,0.717,-0.409,hod Train,Kate,Female,-4.885,3.967,-0.948,0.373,0.255,-0.121,0.43,-0.013,0.018,-1.518,hud Train,Penny,Female,-3.208,-0.608,-0.516,1.098,1.529,1.069,0.186,-0.947,-0.248,-0.059,hid Train,Penny,Female,-2.21,0.661,-0.581,1.139,0.238,0.074,-0.625,-0.366,-0.326,0.557,hEd Train,Penny,Female,-2.488,2.822,-0.239,-0.33,-1.355,0.284,0.101,0.934,-0.966,-0.31,hYd Train,Penny,Female,-4.21,3.289,-0.106,-1.247,-0.683,0.539,0.579,0.832,-0.035,-0.764,hod Train,Penny,Female,-4.964,2.78,0.474,0.047,0.417,-0.328,0.334,0.474,-1.26,-0.221,hud Train,Penny,Female,-3.431,-0.5,-0.362,1.173,1.59,0.956,0.162,-0.853,-0.364,0.084,hid Train,Penny,Female,-2.103,0.655,-0.84,1.195,0.377,0.135,-0.504,-0.549,-0.404,0.602,hEd Train,Penny,Female,-2.512,2.826,-0.171,-0.385,-1.495,0.381,0.067,0.899,-0.902,-0.412,hYd Train,Penny,Female,-4.341,3.514,-0.453,-1.047,-0.469,0.51,0.618,0.801,-0.399,-0.777,hod Train,Penny,Female,-5.02,2.551,0.562,-0.136,0.531,-0.064,0.373,0.631,-1.407,-0.267,hud Train,Penny,Female,-3.586,-0.38,-0.359,1.307,1.587,0.99,0.18,-0.831,-0.471,0.198,hid Train,Penny,Female,-2.282,0.673,-0.798,1.286,0.308,0.01,-0.411,-0.61,-0.266,0.584,hEd Train,Penny,Female,-2.563,2.829,-0.283,-0.368,-1.593,0.408,0.121,0.933,-0.946,-0.356,hYd Train,Penny,Female,-4.384,3.721,-0.905,-0.965,-0.16,0.498,0.809,0.66,-0.613,-0.831,hod Train,Penny,Female,-5.069,2.119,0.826,-0.274,0.576,0.145,0.308,1.001,-1.412,-0.306,hud Train,Penny,Female,-3.76,-0.32,-0.24,1.273,1.751,1.125,0.23,-0.723,-0.501,0.315,hid Train,Penny,Female,-2.558,0.755,-0.66,1.366,0.038,-0.011,-0.443,-0.531,-0.062,0.418,hEd Train,Penny,Female,-2.601,2.735,-0.322,-0.255,-1.67,0.229,0.202,1.01,-0.871,-0.461,hYd Train,Penny,Female,-4.417,3.765,-1.225,-0.853,0.041,0.536,0.885,0.533,-0.757,-0.789,hod Train,Penny,Female,-5.08,2.241,0.971,-0.374,0.501,0.226,0.144,0.851,-1.319,-0.3,hud Train,Penny,Female,-4.247,-0.034,0.248,1.372,1.831,1.167,0.087,-0.518,-0.316,0.347,hid Train,Penny,Female,-2.514,0.558,-0.777,1.299,0.027,0.247,-0.487,-0.653,-0.028,0.481,hEd Train,Penny,Female,-2.64,2.704,-0.345,-0.23,-1.649,0.064,0.275,0.952,-0.651,-0.571,hYd Train,Penny,Female,-4.415,3.737,-1.313,-0.815,0.168,0.59,0.975,0.42,-0.825,-0.748,hod Train,Penny,Female,-5.158,2.488,1.064,-0.343,0.352,0.18,-0.05,0.817,-1.308,-0.249,hud Train,Penny,Female,-4.687,0.406,0.889,1.464,1.618,1.021,-0.121,-0.398,-0.307,0.293,hid Train,Penny,Female,-2.452,0.279,-0.805,1.141,0.239,0.176,-0.104,-0.752,-0.334,0.731,hEd Train,Penny,Female,-2.658,2.739,-0.382,-0.31,-1.64,0.081,0.276,0.884,-0.535,-0.548,hYd Train,Penny,Female,-4.403,3.602,-0.945,-0.934,0.041,0.409,1.003,0.47,-0.477,-0.621,hod Train,Penny,Female,-5.211,2.544,0.82,-0.333,0.447,0.226,0.127,0.89,-1.389,-0.304,hud Train,Rose,Female,-5.058,2.236,1.381,1.885,-0.259,-0.483,-0.562,0.123,-0.063,0.663,hid Train,Rose,Female,-3.753,0.828,-0.042,1.406,0.209,-0.53,-0.52,-0.4,-0.386,1.07,hEd Train,Rose,Female,-2.813,2.327,-1.246,-0.184,-0.755,0.491,1.202,-0.558,-0.669,0.054,hYd Train,Rose,Female,-4.373,4.643,-0.792,-1.332,-0.202,0.597,0.192,1.133,-1.131,-0.28,hod Train,Rose,Female,-4.902,4.49,-0.564,-0.536,-0.164,-0.298,0.842,-0.158,-0.906,0.358,hud Train,Rose,Female,-5.124,2.319,1.413,1.804,-0.277,-0.33,-0.746,0.221,0.06,0.46,hid Train,Rose,Female,-3.961,1.078,0.11,1.232,0.21,-0.67,-0.536,-0.33,-0.268,1.098,hEd Train,Rose,Female,-3.001,2.263,-1.178,-0.116,-0.922,0.536,1.286,-0.506,-0.566,-0.102,hYd Train,Rose,Female,-4.474,4.569,-1.069,-1.409,0.137,1.049,0.071,0.877,-1.355,-0.167,hod Train,Rose,Female,-4.947,4.637,-0.444,-0.953,-0.119,-0.249,0.594,0.27,-0.783,0.265,hud Train,Rose,Female,-5.131,2.192,1.364,1.936,-0.591,-0.354,-0.677,0.15,0.178,0.38,hid Train,Rose,Female,-4.058,1.072,0.157,1.136,0.385,-0.687,-0.583,-0.185,-0.3,1.177,hEd Train,Rose,Female,-3.434,2.26,-1.065,-0.122,-0.795,0.363,1.403,-0.507,-0.375,0.015,hYd Train,Rose,Female,-4.497,4.5,-1.446,-1.127,0.443,0.986,0.136,0.597,-1.087,-0.073,hod Train,Rose,Female,-5.011,4.976,-0.868,-1.215,0.17,-0.018,0.543,0.154,-0.841,0.707,hud Train,Rose,Female,-5.125,2.077,1.283,2.003,-0.734,-0.513,-0.557,0.055,0.295,0.269,hid Train,Rose,Female,-4.149,1.129,-0.008,1.215,0.39,-0.474,-0.4,-0.343,-0.344,0.886,hEd Train,Rose,Female,-3.828,2.367,-0.836,-0.343,-0.466,0.116,1.172,-0.175,-0.275,0.117,hYd Train,Rose,Female,-4.471,4.461,-1.887,-0.799,0.719,0.938,0.239,0.342,-1.036,-0.06,hod Train,Rose,Female,-5.049,4.846,-0.678,-0.877,-0.09,0.005,0.253,-0.078,-0.178,0.131,hud Train,Rose,Female,-5.143,2.051,1.216,1.898,-0.555,-0.466,-0.842,0.011,0.461,0.193,hid Train,Rose,Female,-4.316,1.272,-0.087,1.285,0.126,-0.128,-0.286,-0.463,-0.294,0.691,hEd Train,Rose,Female,-3.85,2.28,-1.055,-0.335,-0.164,0.41,0.913,-0.391,-0.338,0.26,hYd Train,Rose,Female,-4.469,4.348,-1.74,-0.886,0.447,0.883,0.374,0.577,-0.908,-0.089,hod Train,Rose,Female,-5.04,5.074,-1.721,-0.264,0.279,0.176,0.003,-0.609,-0.177,0.422,hud Train,Rose,Female,-5.105,1.968,1.14,1.719,-0.443,-0.432,-0.969,-0.173,0.551,0.176,hid Train,Rose,Female,-4.426,1.167,0.008,1.315,0.189,-0.297,-0.124,-0.244,-0.423,0.684,hEd Train,Rose,Female,-3.597,2.146,-1.492,-0.142,-0.297,0.815,0.87,-0.49,-0.471,0.41,hYd Train,Rose,Female,-4.513,4.265,-1.477,-1.09,0.215,0.829,0.342,0.693,-0.601,-0.056,hod Train,Rose,Female,-5.034,4.993,-1.633,-0.285,0.398,0.181,-0.211,-0.508,-0.283,0.304,hud Test,Mike,Male,-1.149,-0.904,-1.988,0.739,-0.06,1.206,0.864,1.196,-0.3,-0.467,hid Test,Mike,Male,-2.505,0.632,-0.593,0.304,0.496,0.824,-0.162,0.181,-0.363,-0.764,hEd Test,Mike,Male,-2.671,3.155,-0.514,0.133,-0.964,0.234,-0.071,1.192,0.254,-0.471,hYd Test,Mike,Male,-3.816,3.426,0.224,-0.384,-1.733,0.434,-0.322,1.333,0.653,0.577,hod Test,Mike,Male,-4.982,1.538,0.96,1.253,-0.64,0.588,-0.484,-0.31,-0.246,1.18,hud Test,Mike,Male,-1.093,-0.922,-2.091,0.844,0.009,1.247,0.891,1.453,-0.089,-0.4,hid Test,Mike,Male,-2.633,0.672,-0.372,0.439,0.437,0.907,-0.402,-0.04,-0.366,-0.741,hEd Test,Mike,Male,-2.696,3.129,-0.52,0.294,-0.989,0.019,-0.066,1.106,0.361,-0.396,hYd Test,Mike,Male,-3.835,3.339,0.29,-0.126,-1.68,0.195,-0.368,1.328,0.523,0.861,hod Test,Mike,Male,-4.848,1.115,0.932,1.615,-0.589,0.592,-0.446,-0.366,-0.447,1.294,hud Test,Mike,Male,-1.784,-1.074,-1.661,1.324,0.289,1.303,0.924,1.307,-0.346,-0.521,hid Test,Mike,Male,-2.677,0.486,-0.061,0.517,0.222,1.102,-0.425,-0.096,-0.373,-0.484,hEd Test,Mike,Male,-2.769,2.906,-0.194,0.349,-0.958,0.089,-0.245,1.004,0.6,-0.336,hYd Test,Mike,Male,-3.888,3.085,0.436,0.142,-1.526,-0.052,-0.503,1.085,0.511,0.976,hod Test,Mike,Male,-4.813,1.042,0.887,1.661,-0.534,0.747,-0.513,-0.448,-0.412,1.214,hud Test,Mike,Male,-2.698,-1.027,-0.94,1.796,0.392,1.33,0.866,0.781,-0.838,-0.663,hid Test,Mike,Male,-2.594,0.621,-0.292,0.521,0.26,1.204,-0.337,0.261,-0.332,-0.51,hEd Test,Mike,Male,-2.92,2.697,-0.116,0.451,-0.859,-0.035,-0.307,0.874,0.622,-0.301,hYd Test,Mike,Male,-3.989,3.049,0.304,0.209,-1.26,-0.205,-0.735,0.862,0.551,1.114,hod Test,Mike,Male,-4.717,0.829,0.853,1.98,-0.546,0.688,-0.434,-0.424,-0.636,1.245,hud Test,Mike,Male,-3.366,-0.826,-0.405,1.643,0.603,1.226,0.524,0.293,-0.858,-0.668,hid Test,Mike,Male,-1.817,0.559,-0.801,0.234,0.011,1.215,-0.161,0.809,0.018,-0.382,hEd Test,Mike,Male,-3.038,2.475,0.024,0.508,-0.737,-0.102,-0.358,0.706,0.6,-0.209,hYd Test,Mike,Male,-3.992,3.342,0.167,0.086,-1.23,-0.216,-0.824,0.837,0.521,0.978,hod Test,Mike,Male,-4.683,0.773,0.888,2.302,-0.562,0.395,-0.401,-0.289,-0.839,1.165,hud Test,Mike,Male,-3.312,-0.776,-0.504,1.39,0.86,1.257,0.222,0.314,-0.715,-0.765,hid Test,Mike,Male,-1.222,0.491,-0.716,0.004,-0.323,1.108,-0.148,0.773,0.387,-0.073,hEd Test,Mike,Male,-2.968,2.149,0.13,0.676,-0.79,0.112,-0.507,0.762,0.625,-0.272,hYd Test,Mike,Male,-3.958,4.132,-0.074,-0.19,-1.184,-0.11,-0.679,1.198,0.442,0.563,hod Test,Mike,Male,-4.756,0.965,0.959,2.287,-0.527,0.454,-0.41,-0.362,-0.862,1.088,hud Test,Nick,Male,-3.137,0.077,-1.157,1.589,0.204,1.898,0.17,0.676,-1.033,-0.635,hid Test,Nick,Male,-2.045,0.819,-1.46,0.652,-0.701,0.352,-0.087,0.793,-0.567,-0.013,hEd Test,Nick,Male,-2.765,2.817,-2.02,0.213,-0.772,0.852,0.252,-0.193,-0.202,-0.093,hYd Test,Nick,Male,-4.047,3.899,-0.423,0.147,-1.273,0.203,0.317,0.531,0.584,-0.11,hod Test,Nick,Male,-4.693,3.146,-0.136,0.587,-0.731,1.055,-0.104,-0.021,0.637,-0.192,hud Test,Nick,Male,-3.019,0.058,-1.265,1.497,0.171,1.997,0.178,0.847,-1.16,-0.548,hid Test,Nick,Male,-2.008,0.785,-1.489,0.654,-0.685,0.313,-0.085,0.856,-0.516,-0.053,hEd Test,Nick,Male,-2.785,2.792,-1.924,0.225,-0.985,1.076,0.07,-0.071,-0.257,-0.135,hYd Test,Nick,Male,-4.033,4.071,-0.586,0.127,-1.447,0.62,0.197,0.711,0.48,-0.306,hod Test,Nick,Male,-4.718,3.281,-0.203,0.651,-0.883,1.413,-0.663,0.583,0.237,-0.307,hud Test,Nick,Male,-2.973,0.036,-1.273,1.519,0.195,1.98,0.131,0.832,-1.157,-0.547,hid Test,Nick,Male,-1.929,0.777,-1.415,0.598,-0.579,0.215,-0.061,0.733,-0.333,-0.235,hEd Test,Nick,Male,-2.823,2.743,-2.012,0.234,-0.919,1.103,0.091,-0.177,-0.143,-0.09,hYd Test,Nick,Male,-4.049,4.039,-0.558,0.064,-1.676,1.024,0.047,1.024,-0.091,-0.283,hod Test,Nick,Male,-4.753,3.421,-0.189,0.656,-0.984,1.443,-0.652,0.546,0.123,-0.326,hud Test,Nick,Male,-3,0.042,-1.238,1.529,0.187,2.028,0.104,0.759,-1.18,-0.634,hid Test,Nick,Male,-1.895,0.755,-1.388,0.638,-0.614,0.246,-0.033,0.693,-0.27,-0.346,hEd Test,Nick,Male,-2.797,2.706,-1.936,0.147,-0.921,1.24,-0.082,-0.006,-0.214,-0.064,hYd Test,Nick,Male,-4.064,4.106,-0.545,0.03,-1.645,0.904,0.103,0.907,0.05,-0.322,hod Test,Nick,Male,-4.782,3.325,-0.071,0.663,-0.913,1.012,-0.033,-0.103,0.483,-0.202,hud Test,Nick,Male,-3.055,0.088,-1.217,1.562,0.186,2.059,0.054,0.639,-1.121,-0.757,hid Test,Nick,Male,-1.926,0.689,-1.433,0.716,-0.588,0.269,-0.044,0.716,-0.245,-0.285,hEd Test,Nick,Male,-2.8,2.609,-1.726,0.036,-0.941,1.039,0.191,0.044,-0.165,-0.234,hYd Test,Nick,Male,-4.074,4.187,-0.555,0.052,-1.603,0.73,-0.061,0.981,0.249,-0.25,hod Test,Nick,Male,-4.827,3.391,-0.099,0.599,-0.723,0.741,0.089,-0.214,0.518,-0.074,hud Test,Nick,Male,-3.117,0.146,-1.228,1.635,0.223,2.026,0.036,0.569,-1.15,-0.767,hid Test,Nick,Male,-2.029,0.698,-1.482,0.813,-0.681,0.422,0.016,0.751,-0.3,-0.237,hEd Test,Nick,Male,-2.914,2.541,-1.567,0.067,-1.051,1.207,0.006,0.289,-0.325,-0.343,hYd Test,Nick,Male,-4.069,4.205,-0.614,-0.06,-1.462,0.476,0.381,0.589,0.405,-0.259,hod Test,Nick,Male,-4.884,3.63,-0.279,0.496,-0.67,0.792,-0.005,-0.137,0.532,-0.184,hud Test,Rich,Male,-4.066,0.398,-0.382,1.679,0.121,1.617,0.504,-0.315,-0.226,-0.873,hid Test,Rich,Male,-2.695,1.119,-0.986,0.172,0.499,0.372,0.088,0.63,-0.721,-0.256,hEd Test,Rich,Male,-2.742,2.729,-0.129,-0.49,-0.573,0.868,0.07,0.771,0.053,-0.939,hYd Test,Rich,Male,-4.103,3.812,0.255,-0.103,-0.994,0.097,-0.345,2.039,0.02,-0.43,hod Test,Rich,Male,-4.611,2.962,-0.856,1.161,-0.612,0.469,0.162,0.705,0.37,-0.916,hud Test,Rich,Male,-4.052,0.35,-0.314,1.734,0.127,1.667,0.512,-0.377,-0.358,-0.855,hid Test,Rich,Male,-2.667,1.132,-1.054,0.232,0.537,0.352,0.163,0.55,-0.688,-0.295,hEd Test,Rich,Male,-2.758,2.839,-0.282,-0.449,-0.485,0.788,0.12,0.792,0.023,-0.949,hYd Test,Rich,Male,-4.089,3.712,0.315,-0.05,-0.929,0.018,-0.35,1.77,0.244,-0.301,hod Test,Rich,Male,-4.602,3.043,-0.959,0.828,-0.298,0.315,0.423,0.57,0.387,-0.617,hud Test,Rich,Male,-3.894,0.117,-0.407,1.973,0.043,1.891,0.411,-0.095,-0.436,-1.015,hid Test,Rich,Male,-2.615,1.185,-1.162,0.395,0.459,0.345,0.298,0.456,-0.62,-0.307,hEd Test,Rich,Male,-2.79,2.665,0.036,-0.44,-0.604,0.811,0.098,0.723,0.134,-0.91,hYd Test,Rich,Male,-3.983,3.695,0.096,-0.333,-1.01,0.169,-0.108,1.674,0.262,-0.231,hod Test,Rich,Male,-4.617,3.033,-0.909,0.604,-0.341,0.636,0.294,0.527,0.48,-0.558,hud Test,Rich,Male,-3.676,-0.185,-0.563,2.377,0.096,1.854,0.303,0.296,-0.358,-1.205,hid Test,Rich,Male,-2.6,1.219,-1.315,0.589,0.311,0.364,0.451,0.35,-0.556,-0.314,hEd Test,Rich,Male,-2.7,2.686,-0.043,-0.528,-0.626,0.917,0.167,0.652,0.1,-0.937,hYd Test,Rich,Male,-3.878,3.816,-0.155,-0.668,-1.207,0.541,0.022,1.972,-0.029,-0.29,hod Test,Rich,Male,-4.717,3.059,-0.682,0.532,-0.48,0.731,0.174,0.493,0.635,-0.473,hud Test,Rich,Male,-3.644,-0.215,-0.579,2.307,0.046,1.945,0.28,0.272,-0.539,-1.226,hid Test,Rich,Male,-2.817,1.268,-1.127,0.707,0.399,0.406,0.289,0.319,-0.691,-0.379,hEd Test,Rich,Male,-2.54,2.925,-0.377,-0.745,-0.562,0.981,0.303,0.539,0.127,-0.959,hYd Test,Rich,Male,-3.979,3.661,0.169,-0.598,-1.412,0.569,0.009,1.939,0.094,-0.149,hod Test,Rich,Male,-4.805,3.228,-0.501,0.602,-0.532,0.745,0.09,0.445,0.756,-0.42,hud Test,Rich,Male,-3.337,-0.347,-0.79,2.129,-0.058,2.079,0.295,0.246,-0.687,-1.241,hid Test,Rich,Male,-3.047,1.267,-0.799,0.507,0.524,0.507,0.044,0.302,-0.731,-0.431,hEd Test,Rich,Male,-2.544,2.725,-0.067,-0.787,-0.903,0.97,0.524,0.32,0.283,-0.822,hYd Test,Rich,Male,-4.122,3.177,0.529,-0.176,-1.307,0.132,-0.279,1.353,0.458,-0.009,hod Test,Rich,Male,-4.893,3.37,-0.464,0.538,-0.327,0.496,0.27,0.47,0.742,-0.141,hud Test,Tim,Male,-2.463,-0.197,-1.264,1.15,0.234,1.833,0.066,0.738,-1.382,-0.498,hid Test,Tim,Male,-2.012,1.134,-1.029,0.205,0.661,0.359,0.456,0.372,-0.939,-0.613,hEd Test,Tim,Male,-2.565,1.871,-0.269,0.187,-0.656,0.267,-0.328,0.184,0.348,-0.511,hYd Test,Tim,Male,-3.823,3.536,-2.07,0.245,-0.442,1.125,0.73,0.538,-0.006,-0.64,hod Test,Tim,Male,-4.022,0.941,-0.623,1.461,0.02,1.904,-0.074,0.464,-0.541,-0.211,hud Test,Tim,Male,-2.377,-0.266,-1.371,1.09,0.24,1.843,0.107,0.702,-1.256,-0.62,hid Test,Tim,Male,-2.207,1.09,-0.627,0.024,0.912,0.662,0.241,0.348,-0.702,-0.912,hEd Test,Tim,Male,-2.596,1.867,-0.208,0.208,-0.574,0.146,-0.214,0.116,0.395,-0.541,hYd Test,Tim,Male,-3.911,3.703,-1.965,0.132,-0.209,0.929,0.811,0.495,-0.142,-0.519,hod Test,Tim,Male,-4.028,0.982,-0.648,1.478,-0.048,2.108,-0.146,0.467,-0.654,-0.193,hud Test,Tim,Male,-2.382,-0.294,-1.397,1.051,0.211,1.901,0.151,0.654,-1.286,-0.609,hid Test,Tim,Male,-2.306,1.086,-0.59,0.106,0.931,0.733,0.213,0.274,-0.684,-0.911,hEd Test,Tim,Male,-2.639,1.88,-0.389,0.204,-0.571,0.094,-0.233,0.279,0.426,-0.598,hYd Test,Tim,Male,-3.977,3.684,-1.242,-0.364,-0.217,0.594,0.759,0.6,0.069,-0.25,hod Test,Tim,Male,-4.138,1.128,-0.601,1.553,-0.019,2.039,-0.176,0.262,-0.551,-0.362,hud Test,Tim,Male,-2.453,-0.32,-1.368,1.04,0.174,1.985,0.158,0.59,-1.318,-0.587,hid Test,Tim,Male,-2.289,1.106,-0.816,0.228,0.867,0.616,0.338,0.298,-0.843,-0.832,hEd Test,Tim,Male,-2.723,1.975,-0.636,0.336,-0.677,0.156,-0.342,0.479,0.381,-0.729,hYd Test,Tim,Male,-4.052,3.747,-1.24,-0.299,-0.426,0.917,0.517,0.716,-0.21,-0.125,hod Test,Tim,Male,-4.319,1.338,-0.549,1.678,0.027,1.922,-0.228,0.161,-0.47,-0.442,hud Test,Tim,Male,-2.46,-0.325,-1.404,0.928,0.122,2.049,0.274,0.532,-1.113,-0.769,hid Test,Tim,Male,-2.318,1.097,-0.832,0.26,0.821,0.588,0.402,0.327,-0.852,-0.773,hEd Test,Tim,Male,-2.733,2.026,-0.71,0.377,-0.774,0.284,-0.469,0.693,0.205,-0.74,hYd Test,Tim,Male,-4.048,3.753,-1.15,-0.209,-0.53,0.871,0.445,0.716,-0.131,0.139,hod Test,Tim,Male,-4.457,1.512,-0.514,1.764,0.063,1.86,-0.332,0.189,-0.521,-0.415,hud Test,Tim,Male,-2.391,-0.347,-1.474,0.843,0.089,2.021,0.417,0.502,-0.86,-0.978,hid Test,Tim,Male,-2.385,1.01,-0.754,0.37,0.785,0.471,0.415,0.318,-0.797,-0.679,hEd Test,Tim,Male,-2.706,2.07,-0.691,0.31,-0.745,0.266,-0.413,0.602,0.36,-0.713,hYd Test,Tim,Male,-4.039,3.689,-1.007,-0.139,-0.542,0.587,0.535,0.465,0.194,0.168,hod Test,Tim,Male,-4.494,1.535,-0.495,1.715,0.044,1.892,-0.367,0.362,-0.583,-0.291,hud Test,Sarah,Female,-3.415,-0.538,0.241,2.038,0.622,1.027,-0.701,-0.66,-0.418,0.781,hid Test,Sarah,Female,-2.814,1.515,-0.088,0.597,-0.033,-0.29,-0.445,0.113,-0.136,0.662,hEd Test,Sarah,Female,-2.263,3.344,-1.165,-0.625,-0.159,0.926,0.13,-0.33,-0.783,0.31,hYd Test,Sarah,Female,-3.44,3.203,-0.698,-0.86,-0.542,1.503,0.922,0.467,-0.183,-0.919,hod Test,Sarah,Female,-4.471,3.192,-0.161,0.117,-0.327,0.406,-0.201,0.919,-0.716,-0.933,hud Test,Sarah,Female,-3.705,-0.204,0.274,1.569,0.883,1.366,-0.94,-0.691,-0.162,0.598,hid Test,Sarah,Female,-2.64,1.322,-0.111,0.861,0.026,-0.354,-0.425,0.083,-0.235,0.781,hEd Test,Sarah,Female,-2.247,3.42,-0.887,-0.823,-0.297,0.774,0.185,-0.242,-0.79,0.046,hYd Test,Sarah,Female,-3.356,3.236,-0.653,-0.9,-0.661,1.43,0.901,0.395,-0.139,-0.726,hod Test,Sarah,Female,-4.386,3.055,0.075,-0.018,-0.436,0.566,-0.288,0.936,-0.577,-1.01,hud Test,Sarah,Female,-3.699,-0.251,0.268,1.585,0.85,1.381,-0.867,-0.71,-0.19,0.567,hid Test,Sarah,Female,-2.676,1.411,-0.098,1.047,-0.04,-0.131,-0.56,-0.03,-0.192,0.705,hEd Test,Sarah,Female,-2.305,3.625,-1.203,-0.665,-0.296,0.775,0.197,-0.282,-0.842,0.188,hYd Test,Sarah,Female,-3.376,3.327,-0.797,-0.849,-0.681,1.198,0.838,0.244,-0.298,-0.618,hod Test,Sarah,Female,-4.283,2.829,0.296,0.086,-0.544,0.501,-0.317,0.995,-0.34,-1.113,hud Test,Sarah,Female,-3.49,-0.474,0.187,1.747,0.733,1.307,-0.816,-0.787,-0.222,0.41,hid Test,Sarah,Female,-2.762,1.51,-0.145,1.157,-0.256,0.041,-0.647,-0.324,-0.128,0.806,hEd Test,Sarah,Female,-2.364,3.743,-1.393,-0.361,-0.354,1.004,0.208,-0.376,-1.046,0.722,hYd Test,Sarah,Female,-3.387,3.286,-0.747,-0.699,-0.9,0.891,0.875,0.46,-0.457,-0.636,hod Test,Sarah,Female,-4.299,2.775,0.244,0.177,-0.436,0.261,-0.308,1.175,-0.227,-1.115,hud Test,Sarah,Female,-2.852,-0.805,-0.313,1.565,0.688,1.467,-0.664,-0.916,-0.279,0.489,hid Test,Sarah,Female,-2.836,1.561,-0.076,1.229,-0.291,-0.036,-0.369,-0.393,-0.181,0.85,hEd Test,Sarah,Female,-2.411,3.85,-1.405,-0.302,-0.398,1.069,0.216,-0.291,-1.116,1.043,hYd Test,Sarah,Female,-3.39,3.422,-0.718,-0.667,-0.871,0.788,0.959,0.555,-0.482,-0.724,hod Test,Sarah,Female,-4.513,3.08,0.068,0.05,-0.484,0.341,-0.257,1.302,-0.517,-1.057,hud Test,Sarah,Female,-2.527,-0.926,-0.571,1.613,0.628,1.229,-0.687,-0.808,-0.354,0.625,hid Test,Sarah,Female,-2.851,1.412,-0.184,1.281,0,-0.146,-0.172,-0.419,-0.307,0.874,hEd Test,Sarah,Female,-2.46,3.706,-1.304,-0.339,-0.487,1.125,0.187,-0.211,-1.068,0.944,hYd Test,Sarah,Female,-3.396,3.867,-1.029,-0.603,-0.573,0.78,1.209,0.228,-0.673,-0.562,hod Test,Sarah,Female,-4.568,3.344,-0.005,-0.092,-0.546,0.479,-0.168,1.186,-0.565,-1.025,hud Test,Sue,Female,-4.711,1.166,1.244,1.746,0.311,-0.305,-0.691,-0.137,-0.288,1.023,hid Test,Sue,Female,-3.097,1.385,-0.173,1.392,-0.613,-0.143,-0.014,-0.565,-0.065,1.129,hEd Test,Sue,Female,-2.942,2.642,-1.217,0.384,-0.994,1.467,0.134,-0.458,-0.465,0.646,hYd Test,Sue,Female,-3.747,4.267,-1.847,-0.235,0.38,0.885,-0.049,-0.258,-0.772,-0.11,hod Test,Sue,Female,-4.08,2.242,-0.28,1.876,0.72,-0.292,-0.537,-0.54,-0.663,0.238,hud Test,Sue,Female,-4.689,1.015,1.312,1.802,0.313,-0.405,-0.663,0.106,-0.325,0.838,hid Test,Sue,Female,-2.972,1.151,-0.293,1.609,-0.724,0.123,-0.087,-0.801,0.04,1.07,hEd Test,Sue,Female,-2.926,2.673,-1.242,0.396,-1.029,1.548,0.05,-0.592,-0.331,0.595,hYd Test,Sue,Female,-3.797,4.314,-1.596,-0.476,0.044,0.903,0.129,-0.141,-0.646,-0.318,hod Test,Sue,Female,-4.045,2.377,-0.3,2.002,0.826,-0.18,-0.768,-0.408,-0.787,0.156,hud Test,Sue,Female,-4.756,1.197,1.431,1.54,0.262,-0.277,-0.741,0.075,-0.26,0.876,hid Test,Sue,Female,-2.964,1.154,-0.373,1.511,-0.583,0.152,-0.012,-0.949,-0.054,1.16,hEd Test,Sue,Female,-2.967,2.781,-1.277,0.354,-0.936,1.505,-0.004,-0.418,-0.56,0.725,hYd Test,Sue,Female,-3.847,4.268,-1.521,-0.465,-0.23,1.067,-0.02,0.005,-0.577,-0.509,hod Test,Sue,Female,-4.001,2.284,-0.365,2.106,1.006,-0.028,-0.825,-0.39,-0.898,0.099,hud Test,Sue,Female,-4.763,1.305,1.231,1.548,0.308,-0.152,-0.792,-0.124,-0.107,0.885,hid Test,Sue,Female,-2.965,1.124,-0.349,1.581,-0.666,0.125,-0.025,-0.887,-0.13,1.11,hEd Test,Sue,Female,-2.964,2.811,-1.317,0.324,-0.781,1.369,0.127,-0.368,-0.677,0.493,hYd Test,Sue,Female,-3.852,4.214,-1.556,-0.336,-0.305,1.133,-0.152,0.237,-0.915,-0.445,hod Test,Sue,Female,-3.985,2.192,-0.426,2.163,1.114,0.016,-0.846,-0.468,-0.858,0.037,hud Test,Sue,Female,-4.754,1.329,1.09,1.765,0.217,-0.198,-0.782,-0.154,0.023,0.85,hid Test,Sue,Female,-2.959,1.061,-0.351,1.745,-0.851,0.344,-0.373,-0.729,0.048,0.815,hEd Test,Sue,Female,-2.928,2.83,-1.361,0.323,-0.739,1.431,0.002,-0.172,-0.939,0.607,hYd Test,Sue,Female,-3.838,4.252,-1.621,-0.219,-0.281,0.856,0.154,0.133,-0.92,-0.454,hod Test,Sue,Female,-4.062,2.358,-0.31,1.895,1.095,0.049,-0.87,-0.524,-0.98,-0.065,hud Test,Sue,Female,-4.687,1.152,1.089,1.915,0.201,-0.296,-0.692,-0.105,-0.143,0.884,hid Test,Sue,Female,-3.004,1.09,-0.328,1.652,-0.679,0.287,-0.297,-0.695,-0.145,0.71,hEd Test,Sue,Female,-2.902,2.796,-1.199,0.234,-0.821,1.257,0.263,-0.075,-1.103,0.417,hYd Test,Sue,Female,-3.792,4.29,-1.531,-0.125,-0.312,0.624,0.324,-0.053,-0.942,-0.301,hod Test,Sue,Female,-4.118,2.542,-0.2,1.616,1.106,-0.06,-0.728,-0.544,-0.912,-0.101,hud Test,Wendy,Female,-4.047,0.913,0.734,1.479,0.258,0.206,-1.117,-0.423,-0.336,0.982,hid Test,Wendy,Female,-3.441,1.975,-0.395,1.024,-0.052,-0.167,-0.445,0.168,-0.684,1.04,hEd Test,Wendy,Female,-3.119,3.135,-1.466,-0.352,-0.023,0.752,0.143,-0.231,-0.376,0.721,hYd Test,Wendy,Female,-3.642,3.582,-1.031,-0.761,0.046,1.255,0.841,0.512,-0.259,-0.447,hod Test,Wendy,Female,-4.008,2.141,-0.18,1.041,0.688,0.712,-0.879,-0.201,-1.066,-0.549,hud Test,Wendy,Female,-3.836,0.508,0.645,1.721,0.28,0.303,-0.911,-0.592,-0.631,1.023,hid Test,Wendy,Female,-3.369,1.784,-0.603,1.303,0.007,-0.044,-0.459,-0.012,-0.591,1.047,hEd Test,Wendy,Female,-3.074,3.062,-1.47,-0.379,0.233,0.789,-0.099,-0.135,-0.395,0.572,hYd Test,Wendy,Female,-3.634,3.589,-1.075,-0.709,0.058,1.051,0.878,0.627,-0.111,-0.437,hod Test,Wendy,Female,-4.049,2.223,-0.076,0.928,0.692,0.731,-0.931,-0.141,-1.087,-0.584,hud Test,Wendy,Female,-3.661,0.3,0.53,1.816,0.333,0.444,-0.858,-0.732,-0.809,0.995,hid Test,Wendy,Female,-3.242,1.615,-0.829,1.589,0.09,0.051,-0.504,-0.211,-0.513,1.005,hEd Test,Wendy,Female,-3.052,3.059,-1.668,-0.208,0.466,0.724,-0.237,-0.175,-0.315,0.411,hYd Test,Wendy,Female,-3.66,3.618,-1.051,-0.748,0.08,1.022,0.914,0.613,0.023,-0.448,hod Test,Wendy,Female,-4.094,2.499,-0.149,1.017,0.683,0.536,-1.023,-0.127,-1.142,-0.421,hud Test,Wendy,Female,-3.572,0.228,0.52,1.791,0.382,0.573,-0.961,-0.74,-0.936,1.007,hid Test,Wendy,Female,-3.232,1.551,-0.832,1.674,-0.042,0.296,-0.553,-0.443,-0.413,0.96,hEd 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