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最近在研究用机器学习方法预测心脑血管患病风险，没有数据集跑模型比较头疼，后来找了一些开源的数据集，有两个数据集目前觉得可以用来验证一下模型的可行性，由此对数据集的特征解释以及数据集的具体数据进行分享，希望对需要的人有所帮助。 一、Diabetes-UCI糖尿病数据集 1、数据特征介绍 Diabetes数据集可用于预测糖尿病，有9个属性。 特征(是否患病，怀孕次数，血糖，血压，皮脂厚度，胰岛素，BMI身体质量指数，糖尿病遗传函数，年龄)。 对应的英文： (‘Outcomes’,‘Pregnancies’,‘Glucose’,‘BloodPressure’,‘SkinThickness’,‘Insulin’,‘BMI’,‘DiabetesPedigreeFunction’,‘Age’)。 其中，Outcomes:1代表患有糖尿病，2代表不患有糖尿病。 2、数据集
1,6,148,72,35,0,33.6,0.627,50
1,8,183,64,0,0,23.3,0.672,32
1,0,137,40,35,168,43.1,2.288,33
1,3,78,50,32,88,31,0.248,26
1,2,197,70,45,543,30.5,0.158,53
1,8,125,96,0,0,0,0.232,54
1,10,168,74,0,0,38,0.537,34
1,1,189,60,23,846,30.1,0.398,59
1,5,166,72,19,175,25.8,0.587,51
1,7,100,0,0,0,30,0.484,32
1,0,118,84,47,230,45.8,0.551,31
1,7,107,74,0,0,29.6,0.254,31
1,1,115,70,30,96,34.6,0.529,32
1,7,196,90,0,0,39.8,0.451,41
1,9,119,80,35,0,29,0.263,29
1,11,143,94,33,146,36.6,0.254,51
1,10,125,70,26,115,31.1,0.205,41
1,7,147,76,0,0,39.4,0.257,43
1,3,158,76,36,245,31.6,0.851,28
1,9,102,76,37,0,32.9,0.665,46
1,2,90,68,42,0,38.2,0.503,27
1,4,111,72,47,207,37.1,1.39,56
1,9,171,110,24,240,45.4,0.721,54
1,0,180,66,39,0,42,1.893,25
1,7,103,66,32,0,39.1,0.344,31
1,8,176,90,34,300,33.7,0.467,58
1,7,187,68,39,304,37.7,0.254,41
1,8,133,72,0,0,32.9,0.27,39
1,7,114,66,0,0,32.8,0.258,42
1,0,109,88,30,0,32.5,0.855,38
1,2,100,66,20,90,32.9,0.867,28
1,13,126,90,0,0,43.4,0.583,42
1,0,131,0,0,0,43.2,0.27,26
1,5,137,108,0,0,48.8,0.227,37
1,15,136,70,32,110,37.1,0.153,43
1,4,134,72,0,0,23.8,0.277,60
1,1,122,90,51,220,49.7,0.325,31
1,1,163,72,0,0,39,1.222,33
1,0,95,85,25,36,37.4,0.247,24
1,3,171,72,33,135,33.3,0.199,24
1,8,155,62,26,495,34,0.543,46
1,7,160,54,32,175,30.5,0.588,39
1,4,146,92,0,0,31.2,0.539,61
1,5,124,74,0,0,34,0.22,38
1,0,162,76,56,100,53.2,0.759,25
1,0,113,76,0,0,33.3,0.278,23
1,1,88,30,42,99,55,0.496,26
1,1,117,88,24,145,34.5,0.403,40
1,0,105,84,0,0,27.9,0.741,62
1,4,173,70,14,168,29.7,0.361,33
1,9,122,56,0,0,33.3,1.114,33
1,3,170,64,37,225,34.5,0.356,30
1,10,108,66,0,0,32.4,0.272,42
1,9,156,86,28,155,34.3,1.189,42
1,8,188,78,0,0,47.9,0.137,43
1,7,152,88,44,0,50,0.337,36
1,17,163,72,41,114,40.9,0.817,47
1,0,131,88,0,0,31.6,0.743,32
1,6,104,74,18,156,29.9,0.722,41
1,6,102,82,0,0,30.8,0.18,36
1,6,134,70,23,130,35.4,0.542,29
1,8,179,72,42,130,32.7,0.719,36
1,0,129,110,46,130,67.1,0.319,26
1,5,130,82,0,0,39.1,0.956,37
1,7,194,68,28,0,35.9,0.745,41
1,8,181,68,36,495,30.1,0.615,60
1,1,128,98,41,58,32,1.321,33
1,8,109,76,39,114,27.9,0.64,31
1,5,139,80,35,160,31.6,0.361,25
1,7,159,66,0,0,30.4,0.383,36
1,11,135,0,0,0,52.3,0.578,40
1,5,158,84,41,210,39.4,0.395,29
1,3,107,62,13,48,22.9,0.678,23
1,4,109,64,44,99,34.8,0.905,26
1,4,148,60,27,318,30.9,0.15,29
1,8,196,76,29,280,37.5,0.605,57
1,5,162,104,0,0,37.7,0.151,52
1,7,184,84,33,0,35.5,0.355,41
1,0,140,65,26,130,42.6,0.431,24
1,9,112,82,32,175,34.2,0.26,36
1,12,151,70,40,271,41.8,0.742,38
1,5,109,62,41,129,35.8,0.514,25
1,5,85,74,22,0,29,1.224,32
1,5,112,66,0,0,37.8,0.261,41
1,0,177,60,29,478,34.6,1.072,21
1,2,158,90,0,0,31.6,0.805,66
1,3,162,52,38,0,37.2,0.652,24
1,4,142,86,0,0,44,0.645,22
1,6,134,80,37,370,46.2,0.238,46
1,4,171,72,0,0,43.6,0.479,26
1,7,181,84,21,192,35.9,0.586,51
1,0,179,90,27,0,44.1,0.686,23
1,9,164,84,21,0,30.8,0.831,32
1,3,139,54,0,0,25.6,0.402,22
1,6,119,50,22,176,27.1,1.318,33
1,9,184,85,15,0,30,1.213,49
1,12,92,62,7,258,27.6,0.926,44
1,1,113,64,35,0,33.6,0.543,21
1,11,155,76,28,150,33.3,1.353,51
1,3,141,0,0,0,30,0.761,27
1,4,123,62,0,0,32,0.226,35
1,0,138,0,0,0,36.3,0.933,25
1,2,146,0,0,0,27.5,0.24,28
1,10,101,86,37,0,45.6,1.136,38
1,7,106,60,24,0,26.5,0.296,29
1,0,146,70,0,0,37.9,0.334,28
1,7,161,86,0,0,30.4,0.165,47
1,2,108,80,0,0,27,0.259,52
1,1,119,86,39,220,45.6,0.808,29
1,0,107,62,30,74,36.6,0.757,25
1,2,128,78,37,182,43.3,1.224,31
1,1,128,48,45,194,40.5,0.613,24
1,2,146,70,38,360,28,0.337,29
1,14,100,78,25,184,36.6,0.412,46
1,0,167,0,0,0,32.3,0.839,30
1,2,144,58,33,135,31.6,0.422,25
1,5,115,98,0,0,52.9,0.209,28
1,10,161,68,23,132,25.5,0.326,47
1,0,128,68,19,180,30.5,1.391,25
1,2,124,68,28,205,32.9,0.875,30
1,2,155,74,17,96,26.6,0.433,27
1,7,109,80,31,0,35.9,1.127,43
1,3,182,74,0,0,30.5,0.345,29
1,6,194,78,0,0,23.5,0.129,59
1,3,112,74,30,0,31.6,0.197,25
1,0,124,70,20,0,27.4,0.254,36
1,13,152,90,33,29,26.8,0.731,43
1,1,122,64,32,156,35.1,0.692,30
1,2,102,86,36,120,45.5,0.127,23
1,1,180,0,0,0,43.3,0.282,41
1,5,115,76,0,0,31.2,0.343,44
1,9,152,78,34,171,34.2,0.893,33
1,7,178,84,0,0,39.9,0.331,41
1,5,0,80,32,0,41,0.346,37
1,9,165,88,0,0,30.4,0.302,49
1,1,125,50,40,167,33.3,0.962,28
1,13,129,0,30,0,39.9,0.569,44
1,1,196,76,36,249,36.5,0.875,29
1,5,189,64,33,325,31.2,0.583,29
1,4,146,78,0,0,38.5,0.52,67
1,6,124,72,0,0,27.6,0.368,29
1,1,133,102,28,140,32.8,0.234,45
1,3,173,82,48,465,38.4,2.137,25
1,12,140,82,43,325,39.2,0.528,58
1,4,156,75,0,0,48.3,0.238,32
1,5,116,74,29,0,32.3,0.66,35
1,8,105,100,36,0,43.3,0.239,45
1,5,144,82,26,285,32,0.452,58
1,5,166,76,0,0,45.7,0.34,27
1,4,158,78,0,0,32.9,0.803,31
1,0,131,66,40,0,34.3,0.196,22
1,3,193,70,31,0,34.9,0.241,25
1,4,95,64,0,0,32,0.161,31
1,5,136,84,41,88,35,0.286,35
1,5,168,64,0,0,32.9,0.135,41
1,4,115,72,0,0,28.9,0.376,46
1,8,197,74,0,0,25.9,1.191,39
1,1,172,68,49,579,42.4,0.702,28
1,0,138,60,35,167,34.6,0.534,21
1,3,173,84,33,474,35.7,0.258,22
1,4,144,82,32,0,38.5,0.554,37
1,3,129,64,29,115,26.4,0.219,28
1,8,151,78,32,210,42.9,0.516,36
1,4,184,78,39,277,37,0.264,31
1,1,181,64,30,180,34.1,0.328,38
1,1,95,82,25,180,35,0.233,43
1,0,141,0,0,0,42.4,0.205,29
1,0,189,104,25,0,34.3,0.435,41
1,8,108,70,0,0,30.5,0.955,33
1,4,117,62,12,0,29.7,0.38,30
1,0,180,78,63,14,59.4,2.42,25
1,0,104,64,37,64,33.6,0.51,22
1,2,134,70,0,0,28.9,0.542,23
1,14,175,62,30,0,33.6,0.212,38
1,10,148,84,48,237,37.6,1.001,51
1,8,120,0,0,0,30,0.183,38
1,2,105,80,45,191,33.7,0.711,29
1,3,158,70,30,328,35.5,0.344,35
1,0,145,0,0,0,44.2,0.63,31
1,0,135,68,42,250,42.3,0.365,24
1,4,125,70,18,122,28.9,1.144,45
1,7,195,70,33,145,25.1,0.163,55
1,6,0,68,41,0,39,0.727,41
1,0,180,90,26,90,36.5,0.314,35
1,12,84,72,31,0,29.7,0.297,46
1,3,163,70,18,105,31.6,0.268,28
1,9,145,88,34,165,30.3,0.771,53
1,9,130,70,0,0,34.2,0.652,45
1,4,132,0,0,0,32.9,0.302,23
1,3,129,92,49,155,36.4,0.968,32
1,8,100,74,40,215,39.4,0.661,43
1,3,128,72,25,190,32.4,0.549,27
1,10,90,85,32,0,34.9,0.825,56
1,8,186,90,35,225,34.5,0.423,37
1,5,187,76,27,207,43.6,1.034,53
1,6,125,76,0,0,33.8,0.121,54
1,0,198,66,32,274,41.3,0.502,28
1,0,121,66,30,165,34.3,0.203,33
1,2,118,80,0,0,42.9,0.693,21
1,2,197,70,99,0,34.7,0.575,62
1,0,151,90,46,0,42.1,0.371,21
1,8,124,76,24,600,28.7,0.687,52
1,8,143,66,0,0,34.9,0.129,41
1,3,176,86,27,156,33.3,1.154,52
1,11
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