@relation heart3

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