heart.csv

age,sex,chest pain type,resting bp s,cholesterol,fasting blood sugar,resting ecg,max heart rate,exercise angina,oldpeak,ST slope,target
40,1,2,140,289,0,0,172,0,0.0,1,0
49,0,3,160,180,0,0,156,0,1.0,2,1
37,1,2,130,283,0,1,98,0,0.0,1,0
48,0,4,138,214,0,0,108,1,1.5,2,1
54,1,3,150,195,0,0,122,0,0.0,1,0
39,1,3,120,339,0,0,170,0,0.0,1,0
45,0,2,130,237,0,0,170,0,0.0,1,0
54,1,2,110,208,0,0,142,0,0.0,1,0
37,1,4,140,207,0,0,130,1,1.5,2,1
48,0,2,120,284,0,0,120,0,0.0,1,0
37,0,3,130,211,0,0,142,0,0.0,1,0
58,1,2,136,164,0,1,99,1,2.0,2,1
39,1,2,120,204,0,0,145,0,0.0,1,0
49,1,4,140,234,0,0,140,1,1.0,2,1
42,0,3,115,211,0,1,137,0,0.0,1,0
54,0,2,120,273,0,0,150,0,1.5,2,0
38,1,4,110,196,0,0,166,0,0.0,2,1
43,0,2,120,201,0,0,165,0,0.0,1,0
60,1,4,100,248,0,0,125,0,1.0,2,1
36,1,2,120,267,0,0,160,0,3.0,2,1
43,0,1,100,223,0,0,142,0,0.0,1,0
44,1,2,120,184,0,0,142,0,1.0,2,0
49,0,2,124,201,0,0,164,0,0.0,1,0
44,1,2,150,288,0,0,150,1,3.0,2,1
40,1,3,130,215,0,0,138,0,0.0,1,0
36,1,3,130,209,0,0,178,0,0.0,1,0
53,1,4,124,260,0,1,112,1,3.0,2,0
52,1,2,120,284,0,0,118,0,0.0,1,0
53,0,2,113,468,0,0,127,0,0.0,1,0
51,1,2,125,188,0,0,145,0,0.0,1,0
53,1,3,145,518,0,0,130,0,0.0,2,1
56,1,3,130,167,0,0,114,0,0.0,1,0
54,1,4,125,224,0,0,122,0,2.0,2,1
41,1,4,130,172,0,1,130,0,2.0,2,1
43,0,2,150,186,0,0,154,0,0.0,1,0
32,1,2,125,254,0,0,155,0,0.0,1,0
65,1,4,140,306,1,0,87,1,1.5,2,1
41,0,2,110,250,0,1,142,0,0.0,1,0
48,0,2,120,177,1,1,148,0,0.0,1,0
48,0,4,150,227,0,0,130,1,1.0,2,0
54,0,2,150,230,0,0,130,0,0.0,1,0
54,0,3,130,294,0,1,100,1,0.0,2,1
35,1,2,150,264,0,0,168,0,0.0,1,0
52,1,3,140,259,0,1,170,0,0.0,1,0
43,1,4,120,175,0,0,120,1,1.0,2,1
59,1,3,130,318,0,0,120,1,1.0,2,0
37,1,4,120,223,0,0,168,0,0.0,1,0
50,1,2,140,216,0,0,170,0,0.0,1,0
36,1,3,112,340,0,0,184,0,1.0,2,0
41,1,4,110,289,0,0,170,0,0.0,2,1
50,1,4,130,233,0,0,121,1,2.0,2,1
47,0,4,120,205,0,0,98,1,2.0,2,1
45,1,2,140,224,1,0,122,0,0.0,1,0
41,0,2,130,245,0,0,150,0,0.0,1,0
52,0,4,130,180,0,0,140,1,1.5,2,0
51,0,2,160,194,0,0,170,0,0.0,1,0
31,1,4,120,270,0,0,153,1,1.5,2,1
58,1,3,130,213,0,1,140,0,0.0,2,1
54,1,4,150,365,0,1,134,0,1.0,1,0
52,1,4,112,342,0,1,96,1,1.0,2,1
49,1,2,100,253,0,0,174,0,0.0,1,0
43,0,3,150,254,0,0,175,0,0.0,1,0
45,1,4,140,224,0,0,144,0,0.0,1,0
46,1,4,120,277,0,0,125,1,1.0,2,1
50,0,2,110,202,0,0,145,0,0.0,1,0
37,0,2,120,260,0,0,130,0,0.0,1,0
45,0,4,132,297,0,0,144,0,0.0,1,0
32,1,2,110,225,0,0,184,0,0.0,1,0
52,1,4,160,246,0,1,82,1,4.0,2,1
44,1,4,150,412,0,0,170,0,0.0,1,0
57,1,2,140,265,0,1,145,1,1.0,2,1
44,1,2,130,215,0,0,135,0,0.0,1,0
52,1,4,120,182,0,0,150,0,0.0,2,1
44,0,4,120,218,0,1,115,0,0.0,1,0
55,1,4,140,268,0,0,128,1,1.5,2,1
46,1,3,150,163,0,0,116,0,0.0,1,0
32,1,4,118,529,0,0,130,0,0.0,2,1
35,0,4,140,167,0,0,150,0,0.0,1,0
52,1,2,140,100,0,0,138,1,0.0,1,0
49,1,4,130,206,0,0,170,0,0.0,2,1
55,1,3,110,277,0,0,160,0,0.0,1,0
54,1,2,120,238,0,0,154,0,0.0,1,0
63,1,4,150,223,0,0,115,0,0.0,2,1
52,1,2,160,196,0,0,165,0,0.0,1,0
56,1,4,150,213,1,0,125,1,1.0,2,1
66,1,4,140,139,0,0,94,1,1.0,2,1
65,1,4,170,263,1,0,112,1,2.0,2,1
53,0,2,140,216,0,0,142,1,2.0,2,0
43,1,1,120,291,0,1,155,0,0.0,2,1
55,1,4,140,229,0,0,110,1,0.5,2,0
49,0,2,110,208,0,0,160,0,0.0,1,0
39,1,4,130,307,0,0,140,0,0.0,1,0
52,0,2,120,210,0,0,148,0,0.0,1,0
48,1,4,160,329,0,0,92,1,1.5,2,1
39,0,3,110,182,0,1,180,0,0.0,1,0
58,1,4,130,263,0,0,140,1,2.0,2,1
43,1,2,142,207,0,0,138,0,0.0,1,0
39,1,3,160,147,1,0,160,0,0.0,1,0
56,1,4,120,85,0,0,140,0,0.0,1,0
41,1,2,125,269,0,0,144,0,0.0,1,0
65,1,4,130,275,0,1,115,1,1.0,2,1
51,1,4,130,179,0,0,100,0,0.0,1,0
40,0,4,150,392,0,0,130,0,2.0,2,1
40,1,4,120,466,1,0,152,1,1.0,2,1
46,1,4,118,186,0,0,124,0,0.0,2,1
57,1,2,140,260,1,0,140,0,0.0,1,0
48,0,4,120,254,0,1,110,0,0.0,1,0
34,1,2,150,214,0,1,168,0,0.0,1,0
50,1,4,140,129,0,0,135,0,0.0,1,0
39,1,2,190,241,0,0,106,0,0.0,1,0
59,0,2,130,188,0,0,124,0,1.0,2,0
57,1,4,150,255,0,0,92,1,3.0,2,1
47,1,4,140,276,1,0,125,1,0.0,1,0
38,1,2,140,297,0,0,150,0,0.0,1,0
49,0,3,130,207,0,1,135,0,0.0,1,0
33,0,4,100,246,0,0,150,1,1.0,2,1
38,1,4,120,282,0,0,170,0,0.0,2,1
59,0,4,130,338,1,1,130,1,1.5,2,1
35,0,1,120,160,0,1,185,0,0.0,1,0
34,1,1,140,156,0,0,180,0,0.0,2,1
47,0,3,135,248,1,0,170,0,0.0,2,1
52,0,3,125,272,0,0,139,0,0.0,1,0
46,1,4,110,240,0,1,140,0,0.0,1,0
58,0,2,180,393,0,0,110,1,1.0,2,1
58,1,2,130,230,0,0,150,0,0.0,1,0
54,1,2,120,246,0,0,110,0,0.0,1,0
34,0,2,130,161,0,0,190,0,0.0,1,0
48,0,4,108,163,0,0,175,0,2.0,1,0
54,0,2,120,230,1,0,140,0,0.0,1,0
42,1,3,120,228,0,0,152,1,1.5,2,0
38,1,3,145,292,0,0,130,0,0.0,1,0
46,1,4,110,202,0,0,150,1,0.0,2,1
56,1,4,170,388,0,1,122,1,2.0,2,1
56,1,4,150,230,0,1,124,1,1.5,2,1
61,0,4,130,294,0,1,120,1,1.0,2,0
49,1,3,115,265,0,0,175,0,0.0,2,1
43,0,2,120,215,0,1,175,0,0.0,1,0
39,1,2,120,241,0,1,146,0,2.0,1,0
54,1,4,140,166,0,0,118,1,0.0,2,1
43,1,4,150,247,0,0,130,1,2.0,2,1
52,1,4,160,331,0,0,94,1,2.5,2,1
50,1,4,140,341,0,1,125,1,2.5,2,1
47,1,4,160,291,0,1,158,1,3.0,2,1
53,1,4,140,243,0,0,155,0,0.0,1,0
56,0,2,120,279,0,0,150,0,1.0,2,1
39,1,4,110,273,0,0,132,0,0.0,1,0
42,1,2,120,198,0,0,155,0,0.0,1,0
43,0,2,120,249,0,1,176,0,0.0,1,0
50,1,2,120,168,0,0,160,0,0.0,1,0
54,1,4,130,603,1,0,125,1,1.0,2,1
39,1,2,130,215,0,0,120,0,0.0,1,0
48,1,2,100,159,0,0,100,0,0.0,1,0
40,1,2,130,275,0,0,150,0,0.0,1,0
55,1,4,120,270,0,0,140,0,0.0,1,0
41,1,2,120,291,0,1,160,0,0.0,1,0
56,1,4,155,342,1,0,150,1,3.0,2,1
38,1,4,110,190,0,0,150,1,1.0,2,1
49,1,4,140,185,0,0,130,0,0.0,1,0
44,1,4,130,290,0,0,100,1,2.0,2,1
54,1,2,160,195,0,1,130,0,1.0,1,0
59,1,4,140,264,1,2,119,1,0.0,2,1
49,1,4,128,212,0,0,96,1,0.0,2,1
47,1,2,160,263,0,0,174,0,0.0,1,0
49,0,2,110,208,0,0,160,0,0.0,1,0
42,1,2,120,196,0,0,150,0,0.0,1,0
52,0,2,140,225,0,0,140,0,0.0,1,0
46,1,1,140,272,1,0,175,0,2.0,2,1
50,1,4,140,231,0,1,140,1,5.0,2,1
48,1,2,140,238,0,0,118,0,0.0,1,0
58,1,4,135,222,0,0,100,0,0.0,1,0
58,1,3,140,179,0,0,160,0,0.0,1,0
29,1,2,120,243,0,0,160,0,0.0,1,0
40,1,3,140,235,0,0,188,0,0.0,1,0
53,1,2,140,320,0,0,162,0,0.0,1,0
49,1,3,140,187,0,0,172,0,0.0,1,0
52,1,4,140,266,0,0,134,1,2.0,2,1
43,1,4,140,288,0,0,135,1,2.0,2,1
54,1,4,140,216,0,0,105,0,1.5,2,1
59,1,2,140,287,0,0,150,0,0.0,1,0
37,1,3,130,194,0,0,150,0,0.0,1,0
46,0,4,130,238,0,0,90,0,0.0,1,0
52,1,4,130,225,0,0,120,1,2.0,2,1
51,1,2,130,224,0,0,150,0,0.0,1,0
52,1,4,140,404,0,0,124,1,2.0,2,1
46,1,4,110,238,0,1,140,1,1.0,2,0
54,0,2,160,312,0,0,130,0,0.0,1,0
58,1,3,160,211,1,1,92,0,0.0,2,1
58,1,2,130,251,0,0,110,0,0.0,1,0
41,1,4,120,237,1,0,138,1,1.0,2,1
50,0,4,120,328,0,0,110,1,1.0,2,0
53,1,4,180,285,0,1,120,1,1.5,2,1
46,1,4,180,280,0,1,120,0,0.0,1,0
50,1,2,170,209,0,1,116,0,0.0,1,0
48,1,2,130,245,0,0,160,0,0.0,1,0
45,1,3,135,192,0,0,110,0,0.0,1,0
41,0,2,125,184,0,0,180,0,0.0,1,0
62,0,1,160,193,0,0,116,0,0.0,1,0
49,1,4,120,297,0,0,132,0,1.0,2,0
42,1,2,150,268,0,0,136,0,0.0,1,0
53,1,4,120,246,0,0,116,1,0.0,2,1
57,0,1,130,308,0,0,98,0,1.0,2,0
47,1,1,110,249,0,0,150,0,0.0,1,0
46,1,3,120,230,0,0,150,0,0.0,1,0
42,1,3,160,147,0,0,146,0,0.0,1,0
31,0,2,100,219,0,1,150,0,0.0,1,0
56,1,2,130,184,0,0,100,0,0.0,1,0
50,1,4,150,215,0,0,140,1,0.0,1,0
35,1,2,120,308,0,2,180,0,0.0,1,0
35,1,2,110,257,0,0,140,0,0.0,2,1
28,1,2,130,132,0,2,185,0,0.0,1,0
54,1,4,125,216,0,0,140,0,0.0,2,1
48,1,4,106,263,1,0,110,0,0.0,2,1
50,0,3,140,288,0,0,140,1,0.0,2,1
56,1,3,130,276,0,0,128,1,1.0,1,0
56,0,3,130,219,0,1,164,0,0.0,1,0
47,1,4,150,226,0,0,98,1,1.5,2,1
30,0,1,170,237,0,1,170,0,0.0,1,0
39,1,4,110,280,0,0,150,0,0.0,2,1
54,1,3,120,217,0,0,137,0,0.0,1,0
55,1,2,140,196,0,0,150,0,0.0,1,0
29,1,2,140,263,0,0,170,0,0.0,1,0
46,1,4,130,222,0,0,112,0,0.0,2,1
51,0,4,160,303,0,0,150,1,1.0,2,1
48,0,3,120,195,0,0,125,0,0.0,1,0
33,1,3,120,298,0,0,185,0,0.0,1,0
55,1,2,120,256,1,0,137,0,0.0,1,0
50,1,4,145,264,0,0,150,0,0.0,2,1
53,1,3,120,195,0,0,140,0,0.0,1,0
38,1,4,92,117,0,0,134,1,2.5,2,1
41,1,2,120,295,0,0,170,0,0.0,1,0
37,0,4,130,173,0,1,184,0,0.0,1,0
37,1,4,130,315,0,0,158,0,0.0,1,0
40,1,3,130,281,0,0,167,0,0.0,1,0
38,0,2,120,275,0,0,129,0,0.0,1,0
41,1,4,112,250,0,0,142,0,0.0,1,0
54,0,2,140,309,0,1,140,0,0.0,1,0
39,1,2,120,200,0,0,160,1,1.0,2,0
41,1,4,120,336,0,0,118,1,3.0,2,1
55,1,1,140,295,0,0,136,0,0.0,2,1
48,1,4,160,355,0,0,99,1,2.0,2,1
48,1,4,160,193,0,0,102,1,3.0,2,1
55,1,2,145,326,0,0,155,0,0.0,1,0
54,1,4,200,198,0,0,142,1,2.0,2,1
55,1,2,160,292,1,0,143,1,2.0,2,1
43,0,2,120,266,0,0,118,0,0.0,1,0
48,1,4,160,268,0,0,103,1,1.0,2,1
54,1,1,120,171,0,0,137,0,2.0,1,0
54,1,3,120,237,0,0,150,1,1.5,2,1
48,1,4,122,275,1,1,150,1,2.0,3,1
45,1,4,130,219,0,1,130,1,1.0,2,1
49,1,4,130,341,0,0,120,1,1.0,2,1
44,1,4,135,491,0,0,135,0,0.0,2,1
48,1,4,120,260,0,0,115,0,2.0,2,1
61,1,4,125,292,0,1,115,1,0.0,1,0
62,1,2,140,271,0,0,152,0,1.0,1,0
55,1,4,145,248,0,0,96,1,2.0,2,1
53,0,3,120,274,0,0,130,0,0.0,1,0
55,0,2,130,394,0,2,150,0,0.0,1,0
36,1,3,150,160,0,0,172,0,0.0,1,0
51,0,3,150,200,0,0,120,0,0.5,1,0
55,0,2,122,320,0,0,155,0,0.0,1,0
46,1,2,140,275,0,0,165,1,0.0,1,0
54,0,2,120,221,0,0,138,0,1.0,1,0
46,1,4,120,231,0,0,115,1,0.0,2,1
59,1,4,130,126,0,0,125,0,0.0,2,1
47,1,3,140,193,0,0,145,1,1.0,2,1
54,1,2,160,305,0,0,175,0,0.0,1,0
52,1,4,130,298,0,0,110,1,1.0,2,1
34,1,2,98,220,0,0,150,0,0.0,1,0
54,1,4,130,242,0,0,91,1,1.0,2,1
47,0,3,130,235,0,0,145,0,2.0,2,0
45,1,4,120,225,0,0,140,0,0.0,1,0
32,0,2,105,198,0,0,165,0,0.0,1,0
55,1,4,140,201,0,0,130,1,3.0,2,1
55,1,3,120,220,0,2,134,0,0.0,1,0
45,0,2,180,295,0,0,180,0,0.0,1,0
59,1,3,180,213,0,0,100,0,0.0,1,0
51,1,3,135,160,0,0,150,0,2.0,2,1
52,1,4,170,223,0,0,126,1,1.5,2,1
57,0,4,180,347,0,1,126,1,0.8,2,0
54,0,2,130,253,0,1,155,0,0.0,1,0
60,1,3,120,246,0,2,135,0,0.0,1,0
49,1,4,150,222,0,0,122,0,2.0,2,1
51,0,3,130,220,0,0,160,1,2.0,1,0
55,0,2,110,344,0,1,160,0,0.0,1,0
42,1,4,140,358,0,0,170,0,0.0,1,0
51,0,3,110,190,0,0,120,0,0.0,1,0
59,1,4,140,169,0,0,140,0,0.0,1,0
53,1,2,120,181,0,0,132,0,0.0,1,0
48,0,2,133,308,0,1,156,0,2.0,1,0
36,1,2,120,166,0,0,180,0,0.0,1,0
48,1,3,110,211,0,0,138,0,0.0,1,0
47,0,2,140,257,0,0,135,0,1.0,1,0
53,1,4,130,182,0,0,148,0,0.0,1,0
65,1,4,115,0,0,0,93,1,0.0,2,1
32,1,1,95,0,1,0,127,0,0.7,1,1
61,1,4,105,0,1,0,110,1,1.5,1,1
50,1,4,145,0,1,0,139,1,0.7,2,1
57,1,4,110,0,1,1,131,1,1.4,1,1
51,1,4,110,0,1,0,92,0,0.0,2,1
47,1,4,110,0,1,1,149,0,2.1,1,1
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