@relation heart5

@attribute age numeric
@attribute sex numeric
@attribute chest_pain numeric
@attribute trestbps numeric
@attribute chol numeric
@attribute fbs numeric
@attribute restecg numeric
@attribute thalach numeric
@attribute exang numeric
@attribute oldpeak numeric
@attribute slope numeric
@attribute ca numeric
@attribute thal numeric
@attribute class {0,1,2,3,4}

@data
63,1,1,145,233,0,2,168,0,3,3,0,3,0
67,1,4,160,286,0,2,153,1,2.2,2,3,7,2
67,1,4,120,229,0,2,170,1,0,2,2,3,1
37,1,3,130,250,0,0,152,0,0.8,3,0,3,0
41,0,2,130,204,0,2,152,0,1.8,1,0,7,0
56,1,2,120,236,1,0,148,0,0,1,0,3,0
62,1,4,140,268,0,2,194,0,0.8,3,2,3,3
57,0,4,120,354,0,0,144,1,0.9,1,0,7,0
63,1,4,130,254,0,2,157,0,3,2,1,7,2
53,1,4,140,203,0,2,180,1,1.4,3,0,3,1
57,0,4,140,192,0,0,131,0,1,2,0,7,0
56,0,2,140,294,0,2,125,0,0.8,2,0,7,0
56,1,3,130,256,1,2,134,1,1.2,2,1,3,2
44,0,2,120,263,0,0,179,0,3,1,0,3,0
52,0,3,172,199,1,0,149,0,2.8,1,0,7,0
57,1,3,150,168,0,0,111,0,0,1,0,3,0
48,1,2,110,229,0,0,126,0,2.1,3,0,3,1
54,1,4,140,239,0,0,155,0,0.2,1,0,3,0
48,1,3,130,275,0,0,162,0,1.1,1,0,3,0
49,0,2,130,266,0,0,178,0,0.5,1,0,3,0
64,1,1,110,211,1,2,179,1,0,2,0,3,0
58,1,1,150,283,0,2,171,0,2.6,1,0,3,0
58,1,2,120,284,0,2,165,0,3.6,2,0,7,1
58,1,3,132,224,0,2,160,0,0.1,1,2,7,3
60,1,4,130,206,0,2,159,1,1,2,2,6,4
50,1,3,120,219,0,0,162,0,0,2,0,7,0
58,1,3,120,340,0,0,140,0,0,1,0,7,0
66,0,1,150,226,0,0,202,0,1.6,3,0,7,0
43,0,4,150,247,0,0,160,0,0.6,1,0,3,0
40,0,4,110,167,0,2,130,1,1.8,2,0,3,3
69,1,1,140,239,0,0,168,0,0,1,2,7,0
60,0,4,117,230,0,0,113,1,2,1,2,3,2
64,0,3,140,335,0,0,141,0,0,1,0,7,1
59,1,4,135,234,0,0,185,0,2.2,2,0,7,0
44,1,3,130,233,0,0,147,1,0,1,0,3,0
42,1,4,140,226,0,0,161,0,0.2,1,0,3,0
43,0,4,120,177,1,2,156,1,1.8,2,0,3,3
57,0,4,150,276,1,2,163,1,0.2,2,1,3,1
55,1,4,132,353,0,0,140,1,0,2,1,7,3
61,0,3,150,243,0,0,140,1,0.6,2,0,3,0
65,1,4,150,225,0,2,156,0,0.4,2,3,3,4
40,0,1,140,199,0,0,162,1,0,1,0,7,0
71,1,2,160,302,0,0,132,0,1.6,1,2,7,0
59,1,3,150,212,0,0,131,0,3.8,1,0,7,0
61,0,4,130,330,0,2,120,0,3.6,1,0,7,1
58,1,3,112,230,0,2,170,0,0,2,1,7,4
51,1,3,110,175,1,0,106,0,0.6,1,0,7,0
50,1,4,150,243,0,2,126,0,2,2,0,3,4
65,0,3,140,417,0,2,157,0,5.6,1,1,6,0
53,0,3,130,197,0,2,168,0,0,3,0,3,0
41,1,2,105,198,0,0,163,0,1.8,1,1,3,0
65,0,4,120,177,0,0,160,0,0.8,1,0,3,0
44,1,4,112,290,0,2,142,0,1.6,1,1,3,2
44,1,2,130,219,0,2,138,0,0,1,0,3,0
60,1,4,130,253,0,0,162,1,4.2,1,1,7,1
54,0,4,124,266,0,2,161,1,0,2,1,3,1
50,1,3,140,233,0,0,165,0,3.4,2,1,7,1
41,1,4,110,172,0,2,112,0,0,1,0,3,1
54,1,3,125,273,0,2,153,0,0,3,1,3,0
51,0,1,125,213,0,2,182,1,1.4,1,1,3,0
51,1,4,130,305,0,0,144,1,0,2,0,7,2
46,1,3,142,177,0,2,172,1,0,3,0,7,0
58,1,4,128,216,0,2,174,1,2,2,3,3,1
54,1,3,135,304,1,0,150,0,0.6,1,0,7,0
54,1,4,120,188,1,0,129,0,3.2,2,1,3,2
60,1,4,145,282,0,2,133,1,1.2,2,2,6,2
60,1,3,140,185,1,2,159,0,1.5,2,0,7,1
54,1,3,150,232,0,2,171,0,0,1,0,3,0
59,1,4,170,326,1,2,138,1,0.8,3,0,7,2
46,0,3,150,231,0,0,147,0,0,2,0,3,1
65,1,3,155,269,0,0,162,0,0,1,0,3,0
67,1,4,125,254,0,0,143,0,2.9,2,2,3,3
62,1,4,120,267,0,0,182,1,0,2,2,3,1
65,1,4,110,248,0,2,158,0,1.6,1,2,3,1
44,1,4,110,197,0,2,172,0,0,1,1,7,1
65,1,3,160,360,0,2,160,0,0,1,0,7,0
60,1,4,125,258,0,2,160,1,1.6,2,1,6,1
51,0,3,140,308,0,2,147,0,0.9,1,1,3,0
48,0,2,130,245,0,2,173,0,1.4,2,0,3,0
58,0,4,150,270,0,2,157,1,1.6,1,0,7,3
45,1,4,104,208,0,2,144,1,0.6,2,0,7,0
53,0,4,130,264,0,2,178,0,3.5,2,0,3,0
39,1,3,140,321,1,2,168,0,0,1,0,7,0
68,0,3,180,274,0,2,125,1,0,2,0,6,3
52,1,2,120,325,0,0,181,0,0.2,1,0,3,0
44,1,3,140,235,0,2,152,0,0,1,0,3,0
47,1,3,138,257,0,2,150,0,0.4,1,0,3,0
53,0,4,138,234,0,2,195,0,0.2,1,0,3,0
51,1,3,130,256,0,2,169,0,0,1,0,7,0
66,1,4,120,302,0,2,150,0,1.9,2,0,3,0
62,0,4,160,164,0,2,162,0,2.8,3,3,7,3
62,1,3,130,231,0,0,170,0,1,2,3,3,0
44,1,3,108,141,0,0,169,0,0,2,0,7,0
63,0,3,135,252,0,2,165,0,0.6,1,0,7,0
52,0,4,128,255,0,0,162,1,1,1,1,7,1
59,1,4,110,239,0,2,184,1,0,2,1,3,2
60,1,4,150,258,0,2,158,0,0,2,2,6,3
52,1,2,134,201,0,0,181,0,0,1,1,3,0
48,1,4,122,222,0,2,97,0,1.2,1,0,3,0
45,1,4,115,260,0,2,162,0,1,1,0,7,0
34,1,1,118,182,0,2,158,0,1.8,1,0,3,0
57,0,4,128,303,0,2,153,0,0,1,1,3,0
71,1,3,110,265,0,2,147,0,1.2,1,1,3,0
49,0,3,120,188,0,0,173,0,0,2,3,3,3
54,0,2,108,309,0,0,156,0,0,1,0,3,0
59,1,4,140,177,0,0,142,1,0,1,1,7,2
57,1,3,128,229,0,2,160,0,0,2,1,6,1
61,0,4,120,260,0,0,161,1,0,2,1,7,2
39,1,4,118,219,0,0,105,0,1.2,2,0,3,3
61,0,4,145,307,0,2,175,1,2.3,2,0,3,1
56,1,4,125,249,0,2,151,1,1.4,2,1,7,1
52,1,1,118,186,0,2,168,0,0,2,0,6,0
43,1,4,132,341,1,2,105,1,0,2,0,7,2
62,1,3,130,263,0,0,96,0,0.3,2,1,3,2
41,1,2,135,203,0,0,143,0,1.2,2,0,3,0
58,0,3,140,211,0,2,166,0,1.4,1,0,6,0
35,1,4,138,183,0,0,99,0,0,1,0,3,0
63,1,4,130,330,0,2,160,1,0,1,3,3,3
65,1,4,135,254,0,2,148,0,0.2,2,1,3,2
48,1,4,130,256,0,2,152,1,1.8,1,2,7,3
63,0,4,150,407,0,2,171,0,1.2,2,3,3,4
51,1,3,100,222,0,0,122,1,0,2,0,7,0
55,1,4,140,217,1,0,127,1,0,3,0,3,3
65,1,1,138,282,0,2,123,0,0.8,2,1,7,1
45,0,2,130,234,0,2,172,0,0.5,2,0,3,0
56,0,4,200,288,0,2,126,1,2.6,3,2,3,3
54,0,4,110,239,0,0,157,1,0,2,1,7,3
44,0,2,120,220,1,0,115,0,1.4,1,0,3,0
62,0,4,124,209,0,0,132,0,0.4,1,0,3,0
54,0,3,120,258,1,2,172,0,0.1,2,0,7,0
51,1,3,94,227,0,0,161,1,0,1,1,3,0
29,1,2,130,204,0,2,148,0,0,1,0,7,0
51,1,4,140,261,0,2,163,1,0.3,1,0,7,0
43,0,3,122,213,0,0,155,0,2.8,2,0,3,0
55,1,2,135,250,0,2,142,0,0.1,2,0,3,0
70,0,4,145,174,0,0,144,1,0.5,3,0,3,4
62,1,2,120,281,0,2,162,0,0,2,1,7,3
35,1,4,120,198,0,0,163,1,0,2,0,7,1
51,1,3,125,245,0,2,161,0,0.4,2,0,7,0
59,1,2,140,221,0,0,163,1,1.2,1,0,3,0
59,1,1,170,288,0,2,139,0,0,2,0,7,1
52,0,2,128,205,0,0,130,0,0.2,1,0,3,0
64,1,3,125,309,0,0,171,1,4.2,2,0,7,1
58,1,3,105,240,0,2,123,1,1.1,2,0,3,0
47,1,3,108,243,0,0,145,0,4,1,0,3,1
57,1,4,165,289,0,2,159,0,0,2,3,3,4
41,0,3,112,250,0,0,147,0,1.6,1,0,3,0
45,1,2,128,308,0,2,143,0,1.2,1,0,7,0
60,1,3,102,318,1,0,139,0,0.6,1,1,7,0
52,1,1,152,298,0,0,177,0,0,2,0,7,0
42,1,4,102,265,0,2,182,0,1.4,2,0,3,0
67,1,3,115,564,0,2,132,0,0.9,2,0,7,0
55,1,4,160,289,0,2,117,1,2,2,1,3,4
64,1,4,120,246,0,2,120,1,0,3,1,7,3
70,0,4,130,322,0,2,164,0,3,2,3,3,1
51,0,4,140,299,0,0,125,1,4.4,1,0,3,1
58,0,4,125,300,1,2,108,0,0,1,2,7,1
60,0,4,140,293,0,2,142,0,1,2,2,7,2
68,0,3,118,277,0,0,172,0,0,1,1,3,0
46,0,2,101,197,0,0,188,0,0.6,1,0,3,0
77,1,4,125,304,0,2,164,1,0,1,3,6,4
54,0,3,110,214,0,0,169,0,1.6,2,0,6,0
58,0,4,100,248,0,2,88,0,0.4,2,0,3,0
48,0,3,124,255,0,0,141,0,1.2,1,2,3,0
57,1,4,132,207,0,0,132,1,0.8,1,0,7,0
54,1,2,132,288,0,2,109,1,4,1,1,3,0
35,1,4,126,282,0,2,124,1,0.2,1,0,3,1
45,1,2,112,160,0,0,122,0,0.6,2,0,3,0
70,0,3,160,269,0,0,174,1,0,2,1,3,3
53,0,4,142,226,1,2,128,1,1,1,0,3,0
59,0,4,174,249,0,0,111,1,2.4,2,0,7,1
62,0,4,140,394,1,2,150,0,0,2,0,3,0
64,1,4,145,212,0,2,160,0,0,2,2,3,4
57,1,4,152,274,0,0,144,1,2.8,2,1,7,1
52,0,4,108,233,0,0,138,0,0,1,3,7,0
56,1,4,132,184,0,2,165,1,3.6,2,1,7,1
43,0,3,130,315,0,0,173,0,2.8,1,1,3,0
53,1,3,130,246,1,2,122,0,1.9,1,3,7,0
48,1,4,124,274,1,2,152,0,0,2,0,3,3
56,1,4,134,409,1,2,105,1,2,2,2,3,2
42,1,1,148,244,1,2,162,0,1,1,2,3,0
59,1,1,178,270,1,2,130,0,2.6,3,0,7,0
60,1,4,158,305,0,2,158,0,1.2,1,0,3,1
63,1,2,140,195,0,0,151,0,0.6,1,2,3,0
42,1,3,120,240,0,0,186,0,1.2,3,0,7,0
66,1,2,160,246,0,0,160,1,0.6,2,3,3,2
54,0,2,192,283,0,2,146,0,0.8,1,1,3,1
69,0,3,140,254,0,2,151,0,0,2,3,3,2
50,1,3,129,196,0,0,154,0,0.1,1,0,7,0
51,1,4,140,298,0,0,95,1,0,2,3,3,3
62,1,4,138,294,0,0,144,0,0.2,2,3,7,2
68,1,3,120,211,0,2,114,0,2.6,2,0,3,0
67,0,4,100,299,0,2,112,1,2,2,2,7,3
69,1,1,160,234,0,2,149,0,1.5,2,1,7,0
45,1,4,138,236,1,2,145,1,0.3,2,0,7,0
50,0,2,120,244,0,0,133,0,2.5,1,0,7,0
59,1,1,160,273,0,2,145,0,0.2,1,0,3,1
50,0,4,110,254,0,2,166,0,3,1,0,7,0
64,1,4,180,325,0,0,125,1,1.5,1,0,7,0
57,0,3,150,126,0,0,140,0,1.8,1,1,3,0
64,1,3,140,313,0,0,180,0,0,1,0,3,0
43,0,4,110,211,0,0,174,0,2.3,1,0,6,0
45,1,4,142,309,0,2,146,1,0.6,2,3,3,3
58,1,4,128,259,1,2,179,1,0.4,2,2,7,3
50,0,4,144,200,0,2,154,1,0,2,0,3,3
55,1,2,130,262,0,0,158,0,0,1,0,7,0
62,1,4,150,244,0,0,170,1,0,2,0,3,1
37,1,3,120,215,1,0,163,0,1.4,1,0,3,0
38,1,1,120,231,0,0,175,1,2.4,2,0,7,4
41,1,3,130,214,0,2,154,0,0,2,0,3,0
66,0,4,178,228,0,0,161,1,3.6,2,2,3,3
52,0,4,112,230,0,0,71,0,1.9,1,1,6,1
56,1,1,120,193,1,2,122,0,0.1,2,0,6,0
46,1,2,105,204,0,0,143,0,2.8,1,0,3,0
46,0,4,138,243,0,2,159,1,1.2,2,0,3,0
64,0,4,130,303,0,0,179,0,1.6,2,2,7,0
59,0,4,138,271,0,2,182,0,3.4,1,0,3,0
41,1,3,112,268,0,2,111,1,0.4,1,0,3,0
54,1,3,108,267,0,2,158,0,1.8,1,0,3,0
39,1,3,94,199,0,0,151,0,0,1,0,3,0
53,1,4,123,282,0,0,175,1,0,2,2,7,3
63,1,4,108,269,0,0,131,1,1.9,2,2,3,1
34,1,2,118,210,0,0,170,0,1,1,0,3,0
47,1,4,112,204,0,0,143,0,0,1,0,7,0
67,0,3,152,277,0,0,174,0,0.2,1,1,7,0
54,0,4,110,206,0,2,155,1,0.5,2,1,7,3
66,1,4,112,212,0,2,192,1,0,1,1,3,2
52,1,3,136,196,0,2,162,0,0,2,0,7,0
55,0,4,180,327,0,1,103,1,1.4,2,0,7,2
49,1,3,118,149,0,2,132,0,0,1,3,3,1
74,0,2,120,269,0,2,152,1,2,1,1,7,0
54,1,3,160,201,1,0,132,0,1.4,1,1,6,0
54,1,4,122,286,1,2,167,1,0,2,2,3,3
56,1,4,130,283,0,2,118,1,0,3,0,3,2
46,1,4,120,249,0,2,182,0,0.5,1,0,3,1
49,1,2,134,271,0,0,172,0,0,2,0,7,0
42,1,2,120,295,0,0,136,0,0,1,0,7,0
41,0,2,110,235,0,0,116,0,0.8,1,0,3,0
41,1,2,126,306,0,0,146,0,0,1,0,3,0
49,1,4,130,269,0,0,145,0,0,1,0,3,0
61,1,1,134,234,0,0,125,0,0.6,2,2,3,2
60,1,3,120,178,1,0,142,0,1,1,0,3,0
67,0,4,120,237,0,0,178,0,1.2,2,0,7,2
58,1,4,100,234,0,0,150,0,0,1,1,3,2
47,0,4,110,275,0,2,178,1,2.6,2,1,7,1
52,1,4,125,212,1,0,166,0,2,1,2,3,3
62,0,2,128,208,0,2,157,0,1.5,1,0,7,0
57,1,4,110,201,0,0,169,1,1.4,2,0,3,0
58,1,4,146,218,0,0,115,0,2.2,2,1,3,1
64,1,4,128,263,0,0,114,1,0,2,1,3,0
51,1,3,120,295,0,2,173,0,0.7,1,0,6,0
43,1,4,115,303,0,0,163,0,0,2,0,3,0
42,1,3,120,209,0,0,143,0,1.3,2,0,7,0
67,0,4,106,223,1,0,96,0,3.1,1,2,3,0
76,1,3,140,197,0,1,152,0,0,2,0,3,0
70,0,2,156,245,0,2,131,0,0.8,1,0,7,0
57,1,2,124,261,0,0,187,0,1.2,1,0,3,1
44,1,3,118,242,0,0,125,0,0.2,2,1,7,0
58,1,2,136,319,0,2,173,0,1.9,1,2,7,3
60,1,1,150,240,1,0,163,0,0,1,0,7,0
44,1,3,120,226,0,0,152,0,0,1,0,6,0
61,0,4,138,166,0,2,90,1,2.4,2,1,3,4
42,1,4,136,315,0,0,150,1,1.5,2,0,7,2
59,1,3,126,218,0,0,132,0,0.8,2,1,7,2
40,0,4,152,223,0,0,108,0,1.6,1,0,3,1
42,1,3,130,180,0,0,140,0,3.2,1,0,7,0
61,1,4,140,207,1,2,141,1,2.2,1,1,7,1
66,1,4,160,228,0,2,186,0,2,1,0,7,0
46,0,4,140,311,1,0,114,1,1.2,2,2,7,2
71,1,4,112,149,1,0,103,0,0,2,0,3,0
59,1,1,134,204,0,0,130,0,3.4,1,2,3,1
64,0,1,170,227,0,2,179,0,0,2,0,3,0
66,1,3,146,278,0,2,140,0,0.6,2,1,3,0
39,0,3,138,220,0,0,156,0,1.6,2,0,3,0
57,1,2,154,232,0,2,120,0,1,1,1,3,1
58,1,4,130,197,0,0,154,0,0,2,0,7,0
57,1,4,110,335,0,0,121,1,2.6,2,1,7,2
47,1,3,130,253,0,0,146,0,1.8,1,0,3,0
55,1,4,128,205,0,1,154,1,0,2,1,7,3
35,0,2,122,192,0,0,126,0,1.2,1,0,7,0
61,1,4,148,203,0,0,150,0,0,1,1,3,2
58,1,4,114,318,0,1,125,0,0.1,3,3,7,4
58,1,4,170,225,0,2,109,1,1.4,2,2,6,2
56,1,2,130,221,1,2,163,0,0,1,0,3,0
56,1,2,120,240,1,0,178,0,4,3,0,3,0
67,1,3,152,212,0,2,190,0,0,2,0,7,1
55,1,2,132,342,0,0,156,0,1,1,0,7,0
44,1,4,120,169,1,0,137,1,6.2,3,0,3,2
63,1,4,140,187,0,2,169,1,2.5,1,2,7,2
63,0,4,124,197,0,0,116,1,0.8,2,0,3,1
41,1,2,120,157,0,0,136,0,1,1,0,3,0
59,1,4,164,176,1,2,173,0,1.8,2,2,3,3
57,1,4,140,241,0,0,155,1,0,2,0,7,1
45,0,1,110,264,0,0,172,0,1.4,2,0,3,1
68,0,4,144,193,0,0,165,0,0.8,2,2,3,2
57,1,4,130,131,1,0,142,1,0.4,2,1,3,3
57,1,2,130,236,0,2,174,0,0,2,1,3,1