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parent 9955d99c
Showing with 394 additions and 0 deletions
Crash Course on Naive Bayes Classification/Diabetes Example/pima.csv 0 → 100644
times_pregnant,plasma_glucose_conc,BP,triceps_skin_fold_thickness,serum_insulin,BMI,DPF,age,diabetes
2,99,70,16,44,20.4,0.235,27,0
5,108,72,43,75,36.1,0.263,33,0
1,103,30,38,83,43.3,0.183,33,0
1,92,62,25,41,19.5,0.482,25,0
4,127,88,11,155,34.5,0.598,28,0
2,105,58,40,94,34.9,0.225,25,0
1,100,74,12,46,19.5,0.149,28,0
4,110,76,20,100,28.4,0.118,27,0
0,95,64,39,105,44.6,0.366,22,0
3,111,90,12,78,28.4,0.495,29,0
3,124,80,33,130,33.2,0.305,26,0
4,103,60,33,192,24,0.966,33,0
2,96,68,13,49,21.1,0.647,26,0
4,96,56,17,49,20.8,0.34,26,0
1,91,54,25,100,25.2,0.234,23,0
8,126,74,38,75,25.9,0.162,39,0
3,74,68,28,45,29.7,0.293,23,0
2,90,80,14,55,24.4,0.249,24,0
3,180,64,25,70,34,0.271,26,0
1,101,50,15,36,24.2,0.526,26,0
3,99,62,19,74,21.8,0.279,26,0
3,99,80,11,64,19.3,0.284,30,0
2,94,76,18,66,31.6,0.649,23,0
7,133,88,15,155,32.4,0.262,37,0
6,154,74,32,193,29.3,0.839,39,0
10,129,76,28,122,35.9,0.28,39,0
0,102,86,17,105,29.3,0.695,27,0
3,170,64,37,225,34.5,0.356,30,1
17,163,72,41,114,40.9,0.817,47,1
1,122,64,32,156,35.1,0.692,30,1
9,145,80,46,130,37.9,0.637,40,1
3,78,50,32,88,31,0.248,26,1
3,80,82,31,70,34.2,1.292,27,1
0,95,85,25,36,37.4,0.247,24,1
4,109,64,44,99,34.8,0.905,26,1
9,112,82,32,175,34.2,0.26,36,1
1,128,48,45,194,40.5,0.613,24,1
8,109,76,39,114,27.9,0.64,31,1
9,156,86,28,155,34.3,1.189,42,1
2,197,70,45,543,30.5,0.158,53,1
1,89,66,23,94,28.1,0.167,21,0
2,100,54,28,105,37.8,0.498,24,0
1,109,60,8,182,25.4,0.947,21,0
0,165,90,33,680,52.3,0.427,23,0
0,95,80,45,92,36.5,0.33,26,0
0,120,74,18,63,30.5,0.285,26,0
3,102,44,20,94,30.8,0.4,26,0
2,120,76,37,105,39.7,0.215,29,0
1,89,76,34,37,31.2,0.192,23,0
2,122,60,18,106,29.8,0.717,22,0
2,123,48,32,165,42.1,0.52,26,0
4,117,64,27,120,33.2,0.23,24,0
7,124,70,33,215,25.5,0.161,37,0
3,83,58,31,18,34.3,0.336,25,0
1,97,64,19,82,18.2,0.299,21,0
6,144,72,27,228,33.9,0.255,40,0
4,129,60,12,231,27.5,0.527,31,0
7,94,64,25,79,33.3,0.738,41,0
6,129,90,7,326,19.6,0.582,60,0
1,119,88,41,170,45.3,0.507,26,0
6,125,68,30,120,30,0.464,32,0
0,91,68,32,210,39.9,0.381,25,0
0,100,70,26,50,30.8,0.597,21,0
3,191,68,15,130,30.9,0.299,34,0
1,119,54,13,50,22.3,0.205,24,0
6,93,50,30,64,28.7,0.356,23,0
3,120,70,30,135,42.9,0.452,30,0
3,107,62,13,48,22.9,0.678,23,1
5,139,80,35,160,31.6,0.361,25,1
0,138,60,35,167,34.6,0.534,21,1
1,117,88,24,145,34.5,0.403,40,1
8,167,106,46,231,37.6,0.165,43,1
5,166,72,19,175,25.8,0.587,51,1
2,155,74,17,96,26.6,0.433,27,1
8,186,90,35,225,34.5,0.423,37,1
4,111,72,47,207,37.1,1.39,56,1
1,133,102,28,140,32.8,0.234,45,1
8,196,76,29,280,37.5,0.605,57,1
0,188,82,14,185,32,0.682,22,1
2,146,70,38,360,28,0.337,29,1
1,97,66,15,140,23.2,0.487,22,0
0,139,62,17,210,22.1,0.207,21,0
1,84,64,23,115,36.9,0.471,28,0
1,116,78,29,180,36.1,0.496,25,0
0,102,64,46,78,40.6,0.496,21,0
0,127,80,37,210,36.3,0.804,23,0
1,143,74,22,61,26.2,0.256,21,0
1,95,74,21,73,25.9,0.673,36,0
1,81,72,18,40,26.6,0.283,24,0
1,100,72,12,70,25.3,0.658,28,0
9,123,70,44,94,33.1,0.374,40,0
2,95,54,14,88,26.1,0.748,22,0
3,116,74,15,105,26.3,0.107,24,0
1,119,44,47,63,35.5,0.28,25,0
6,123,72,45,230,33.6,0.733,34,0
2,101,58,35,90,21.8,0.155,22,0
2,101,58,17,265,24.2,0.614,23,0
2,81,72,15,76,30.1,0.547,25,0
2,56,56,28,45,24.2,0.332,22,0
0,134,58,20,291,26.4,0.352,21,0
2,68,70,32,66,25,0.187,25,0
1,107,72,30,82,30.8,0.821,24,0
0,78,88,29,40,36.9,0.434,21,0
1,90,62,12,43,27.2,0.58,24,0
1,140,74,26,180,24.1,0.828,23,0
0,124,56,13,105,21.8,0.452,21,0
2,98,60,17,120,34.7,0.198,22,0
1,167,74,17,144,23.4,0.447,33,1
1,172,68,49,579,42.4,0.702,28,1
7,150,78,29,126,35.2,0.692,54,1
8,181,68,36,495,30.1,0.615,60,1
3,173,82,48,465,38.4,2.137,25,1
1,196,76,36,249,36.5,0.875,29,1
8,100,74,40,215,39.4,0.661,43,1
4,125,70,18,122,28.9,1.144,45,1
10,125,70,26,115,31.1,0.205,41,1
2,174,88,37,120,44.5,0.646,24,1
11,143,94,33,146,36.6,0.254,51,1
5,158,84,41,210,39.4,0.395,29,1
1,149,68,29,127,29.3,0.349,42,1
6,105,70,32,68,30.8,0.122,37,0
1,111,62,13,182,24,0.138,23,0
3,81,86,16,66,27.5,0.306,22,0
3,88,58,11,54,24.8,0.267,22,0
2,157,74,35,440,39.4,0.134,30,0
1,118,58,36,94,33.3,0.261,23,0
1,130,70,13,105,25.9,0.472,22,0
1,139,62,41,480,40.7,0.536,21,0
2,117,90,19,71,25.2,0.313,21,0
5,117,86,30,105,39.1,0.251,42,0
5,139,64,35,140,28.6,0.411,26,0
4,154,72,29,126,31.3,0.338,37,0
0,84,82,31,125,38.2,0.233,23,0
2,129,74,26,205,33.2,0.591,25,0
5,105,72,29,325,36.9,0.159,28,0
0,74,52,10,36,27.8,0.269,22,0
5,99,54,28,83,34,0.499,30,0
4,90,88,47,54,37.7,0.362,29,0
9,120,72,22,56,20.8,0.733,48,0
1,96,64,27,87,33.2,0.289,21,0
6,103,72,32,190,37.7,0.324,55,0
13,145,82,19,110,22.2,0.245,57,0
2,142,82,18,64,24.7,0.761,21,0
2,125,60,20,140,33.8,0.088,31,0
4,131,68,21,166,33.1,0.16,28,0
1,95,60,18,58,23.9,0.26,22,0
5,136,84,41,88,35,0.286,35,1
0,137,40,35,168,43.1,2.288,33,1
2,93,64,32,160,38,0.674,23,1
3,169,74,19,125,29.9,0.268,31,1
2,124,68,28,205,32.9,0.875,30,1
4,173,70,14,168,29.7,0.361,33,1
11,120,80,37,150,42.3,0.785,48,1
7,195,70,33,145,25.1,0.163,55,1
6,134,80,37,370,46.2,0.238,46,1
3,129,64,29,115,26.4,0.219,28,1
1,88,30,42,99,55,0.496,26,1
2,155,52,27,540,38.7,0.24,25,1
7,187,68,39,304,37.7,0.254,41,1
2,94,68,18,76,26,0.561,21,0
8,74,70,40,49,35.3,0.705,39,0
0,105,64,41,142,41.5,0.173,22,0
3,111,58,31,44,29.5,0.43,22,0
1,100,66,15,56,23.6,0.666,26,0
2,141,58,34,128,25.4,0.699,24,0
7,102,74,40,105,37.2,0.204,45,0
0,100,88,60,110,46.8,0.962,31,0
4,197,70,39,744,36.7,2.329,31,0
2,83,66,23,50,32.2,0.497,22,0
1,112,72,30,176,34.4,0.528,25,0
1,112,80,45,132,34.8,0.217,24,0
4,144,58,28,140,29.5,0.287,37,0
6,154,78,41,140,46.1,0.571,27,0
1,117,60,23,106,33.8,0.466,27,0
2,68,62,13,15,20.1,0.257,23,0
7,150,66,42,342,34.7,0.718,42,0
7,83,78,26,71,29.3,0.767,36,0
2,112,68,22,94,34.1,0.315,26,0
3,103,72,30,152,27.6,0.73,27,0
1,79,60,42,48,43.5,0.678,23,0
2,106,56,27,165,29,0.426,22,0
0,117,66,31,188,30.8,0.493,22,0
4,123,80,15,176,32,0.443,34,0
4,85,58,22,49,27.8,0.306,28,0
2,121,70,32,95,39.1,0.886,23,0
7,187,50,33,392,33.9,0.826,34,1
3,174,58,22,194,32.9,0.593,36,1
11,155,76,28,150,33.3,1.353,51,1
4,148,60,27,318,30.9,0.15,29,1
0,140,65,26,130,42.6,0.431,24,1
3,176,86,27,156,33.3,1.154,52,1
6,104,74,18,156,29.9,0.722,41,1
5,109,62,41,129,35.8,0.514,25,1
7,142,90,24,480,30.4,0.128,43,1
0,118,84,47,230,45.8,0.551,31,1
7,129,68,49,125,38.5,0.439,43,1
0,180,78,63,14,59.4,2.42,25,1
8,179,72,42,130,32.7,0.719,36,1
2,106,64,35,119,30.5,1.4,34,0
3,106,54,21,158,30.9,0.292,24,0
4,147,74,25,293,34.9,0.385,30,0
2,107,74,30,100,33.6,0.404,23,0
1,86,66,52,65,41.3,0.917,29,0
1,87,78,27,32,34.6,0.101,22,0
12,88,74,40,54,35.3,0.378,48,0
1,79,80,25,37,25.4,0.583,22,0
5,77,82,41,42,35.8,0.156,35,0
2,112,78,50,140,39.4,0.175,24,0
1,125,70,24,110,24.3,0.221,25,0
0,165,76,43,255,47.9,0.259,26,0
4,91,70,32,88,33.1,0.446,22,0
0,104,64,23,116,27.8,0.454,23,0
0,126,84,29,215,30.7,0.52,24,0
4,146,85,27,100,28.9,0.189,27,0
3,96,56,34,115,24.7,0.944,39,0
1,95,66,13,38,19.6,0.334,25,0
6,92,62,32,126,32,0.085,46,0
0,98,82,15,84,25.2,0.299,22,0
1,81,74,41,57,46.3,1.096,32,0
6,108,44,20,130,24,0.813,35,0
1,109,58,18,116,28.5,0.219,22,0
4,154,62,31,284,32.8,0.237,23,0
0,93,60,25,92,28.7,0.532,22,0
1,100,66,29,196,32,0.444,42,0
0,181,88,44,510,43.3,0.222,26,1
15,136,70,32,110,37.1,0.153,43,1
8,151,78,32,210,42.9,0.516,36,1
0,179,50,36,159,37.8,0.455,22,1
11,136,84,35,130,28.3,0.26,42,1
3,158,76,36,245,31.6,0.851,28,1
9,152,78,34,171,34.2,0.893,33,1
10,148,84,48,237,37.6,1.001,51,1
9,145,88,34,165,30.3,0.771,53,1
1,119,86,39,220,45.6,0.808,29,1
2,105,80,45,191,33.7,0.711,29,1
3,129,92,49,155,36.4,0.968,32,1
10,161,68,23,132,25.5,0.326,47,1
7,81,78,40,48,46.7,0.261,42,0
2,99,60,17,160,36.6,0.453,21,0
1,143,86,30,330,30.1,0.892,23,0
2,87,58,16,52,32.7,0.166,25,0
1,143,84,23,310,42.4,1.076,22,0
2,100,70,52,57,40.5,0.677,25,0
1,103,80,11,82,19.4,0.491,22,0
1,136,74,50,204,37.4,0.399,24,0
0,94,70,27,115,43.5,0.347,21,0
2,108,62,10,278,25.3,0.881,22,0
5,123,74,40,77,34.1,0.269,28,0
1,126,56,29,152,28.7,0.801,21,0
4,116,72,12,87,22.1,0.463,37,0
1,82,64,13,95,21.2,0.415,23,0
2,122,52,43,158,36.2,0.816,28,0
4,99,76,15,51,23.2,0.223,21,0
0,106,70,37,148,39.4,0.605,22,0
1,109,38,18,120,23.1,0.407,26,0
5,155,84,44,545,38.7,0.619,34,0
0,173,78,32,265,46.5,1.159,58,0
2,99,52,15,94,24.6,0.637,21,0
0,97,64,36,100,36.8,0.6,25,0
2,88,74,19,53,29,0.229,22,0
5,126,78,27,22,29.6,0.439,40,0
1,80,74,11,60,30,0.527,22,0
2,84,50,23,76,30.4,0.968,21,0
2,102,86,36,120,45.5,0.127,23,1
9,171,110,24,240,45.4,0.721,54,1
8,124,76,24,600,28.7,0.687,52,1
1,128,98,41,58,32,1.321,33,1
12,140,82,43,325,39.2,0.528,58,1
0,135,68,42,250,42.3,0.365,24,1
13,152,90,33,29,26.8,0.731,43,1
0,162,76,56,100,53.2,0.759,25,1
3,130,78,23,79,28.4,0.323,34,1
3,163,70,18,105,31.6,0.268,28,1
1,115,70,30,96,34.6,0.529,32,1
1,122,90,51,220,49.7,0.325,31,1
3,173,84,33,474,35.7,0.258,22,1
6,99,60,19,54,26.9,0.497,32,0
12,100,84,33,105,30,0.488,46,0
2,127,58,24,275,27.7,1.6,25,0
3,99,54,19,86,25.6,0.154,24,0
6,151,62,31,120,35.5,0.692,28,0
10,68,106,23,49,35.5,0.285,47,0
1,71,78,50,45,33.2,0.422,21,0
1,128,82,17,183,27.5,0.115,22,0
2,127,46,21,335,34.4,0.176,22,0
10,101,76,48,180,32.9,0.171,63,0
2,122,76,27,200,35.9,0.483,26,0
0,93,100,39,72,43.4,1.021,35,0
7,142,60,33,190,28.8,0.687,61,0
1,90,62,18,59,25.1,1.268,25,0
0,114,80,34,285,44.2,0.167,27,0
1,108,60,46,178,35.5,0.415,24,0
9,154,78,30,100,30.9,0.164,45,0
1,114,66,36,200,38.1,0.289,21,0
3,89,74,16,85,30.4,0.551,38,0
5,86,68,28,71,30.2,0.364,24,0
1,106,70,28,135,34.2,0.142,22,0
2,100,68,25,71,38.5,0.324,26,0
7,114,76,17,110,23.8,0.466,31,0
3,84,68,30,106,31.9,0.591,25,0
0,102,78,40,90,34.5,0.238,24,0
1,89,24,19,25,27.8,0.559,21,0
3,158,70,30,328,35.5,0.344,35,1
0,198,66,32,274,41.3,0.502,28,1
0,177,60,29,478,34.6,1.072,21,1
12,151,70,40,271,41.8,0.742,38,1
0,121,66,30,165,34.3,0.203,33,1
14,100,78,25,184,36.6,0.412,46,1
1,144,82,46,180,46.1,0.335,46,1
6,119,50,22,176,27.1,1.318,33,1
0,128,68,19,180,30.5,1.391,25,1
11,138,74,26,144,36.1,0.557,50,1
5,189,64,33,325,31.2,0.583,29,1
3,128,72,25,190,32.4,0.549,27,1
7,168,88,42,321,38.2,0.787,40,1
1,87,60,37,75,37.2,0.509,22,0
3,158,64,13,387,31.2,0.295,24,0
3,113,50,10,85,29.5,0.626,25,0
1,153,82,42,485,40.6,0.687,23,0
3,115,66,39,140,38.1,0.15,28,0
0,137,68,14,148,24.8,0.143,21,0
1,139,46,19,83,28.7,0.654,22,0
2,108,62,32,56,25.2,0.128,21,0
1,87,68,34,77,37.6,0.401,24,0
9,124,70,33,402,35.4,0.282,34,0
1,164,82,43,67,32.8,0.341,50,0
5,121,72,23,112,26.2,0.245,30,0
1,88,62,24,44,29.9,0.422,23,0
2,75,64,24,55,29.7,0.37,33,0
0,152,82,39,272,41.5,0.27,27,0
1,130,60,23,170,28.6,0.692,21,0
0,118,64,23,89,0,1.731,21,0
6,165,68,26,168,33.6,0.631,49,0
0,119,64,18,92,34.9,0.725,23,0
4,129,86,20,270,35.1,0.231,23,0
0,135,94,46,145,40.6,0.284,26,0
1,157,72,21,168,25.6,0.123,24,0
5,96,74,18,67,33.6,0.997,43,0
3,123,100,35,240,57.3,0.88,22,0
0,84,64,22,66,35.8,0.545,21,0
3,126,88,41,235,39.3,0.704,27,0
4,184,78,39,277,37,0.264,31,1
3,173,78,39,185,33.8,0.97,31,1
2,144,58,33,135,31.6,0.422,25,1
0,180,90,26,90,36.5,0.314,35,1
8,155,62,26,495,34,0.543,46,1
1,128,88,39,110,36.5,1.057,37,1
6,134,70,23,130,35.4,0.542,29,1
2,128,78,37,182,43.3,1.224,31,1
1,181,78,42,293,40,1.258,22,1
3,171,72,33,135,33.3,0.199,24,1
0,107,62,30,74,36.6,0.757,25,1
3,187,70,22,200,36.4,0.408,36,1
1,181,64,30,180,34.1,0.328,38,1
2,146,76,35,194,38.2,0.329,29,0
1,120,80,48,200,38.9,1.162,41,0
8,126,88,36,108,38.5,0.349,49,0
0,126,86,27,120,27.4,0.515,21,0
5,88,66,21,23,24.4,0.342,30,0
1,131,64,14,415,23.7,0.389,21,0
3,100,68,23,81,31.6,0.949,28,0
7,136,74,26,135,26,0.647,51,0
1,71,48,18,76,20.4,0.323,22,0
0,117,80,31,53,45.2,0.089,24,0
1,88,78,29,76,32,0.365,29,0
2,110,74,29,125,32.4,0.698,27,0
2,88,58,26,16,28.4,0.766,22,0
4,84,90,23,56,39.5,0.159,25,0
2,82,52,22,115,28.5,1.699,25,0
9,134,74,33,60,25.9,0.46,81,0
2,108,52,26,63,32.5,0.318,22,0
1,121,78,39,74,39,0.261,28,0
13,153,88,37,140,40.6,1.174,39,0
2,112,86,42,160,38.4,0.246,28,0
1,193,50,16,375,25.9,0.655,24,0
1,109,56,21,135,25.2,0.833,23,0
2,83,65,28,66,36.8,0.629,24,0
1,99,72,30,18,38.6,0.412,21,0
6,98,58,33,190,34,0.43,43,0
1,77,56,30,56,33.3,1.251,24,0
5,187,76,27,207,43.6,1.034,53,1
1,189,60,23,846,30.1,0.398,59,1
7,97,76,32,91,40.9,0.871,32,1
8,176,90,34,300,33.7,0.467,58,1
7,160,54,32,175,30.5,0.588,39,1
0,104,64,37,64,33.6,0.51,22,1
1,125,50,40,167,33.3,0.962,28,1
12,92,62,7,258,27.6,0.926,44,1
5,144,82,26,285,32,0.452,58,1
0,129,110,46,130,67.1,0.319,26,1
7,181,84,21,192,35.9,0.586,51,1
1,95,82,25,180,35,0.233,43,1
2,100,66,20,90,32.9,0.867,28,1
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