HEART-FAILURE-PREDICTION / h8dsft_P1G3_Imam_Zarkasie.csv
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age,anaemia,creatinine_phosphokinase,diabetes,ejection_fraction,high_blood_pressure,platelets,serum_creatinine,serum_sodium,sex,smoking,time,DEATH_EVENT
42.0,1,250,1,15,0,213000.0,1.3,136,0,0,65,1
46.0,0,168,1,17,1,271000.0,2.1,124,0,0,100,1
65.0,1,160,1,20,0,327000.0,2.7,116,0,0,8,1
53.0,1,91,0,20,1,418000.0,1.4,139,0,0,43,1
50.0,1,582,1,20,1,279000.0,1.0,134,0,0,186,0
70.0,1,125,0,25,1,237000.0,1.0,140,0,0,15,1
65.0,1,52,0,25,1,276000.0,1.3,137,0,0,16,0
70.0,0,161,0,25,0,244000.0,1.2,142,0,0,66,1
60.0,1,76,1,25,0,196000.0,2.5,132,0,0,77,1
59.0,1,280,1,25,1,302000.0,1.0,141,0,0,78,1
60.0,1,156,1,25,1,318000.0,1.2,137,0,0,85,0
60.0,0,1896,1,25,0,365000.0,2.1,144,0,0,172,1
65.0,0,56,0,25,0,237000.0,5.0,130,0,0,207,0
72.0,0,211,0,25,0,274000.0,1.2,134,0,0,207,0
49.0,1,80,0,30,1,427000.0,1.0,138,0,0,12,0
65.0,1,128,1,30,1,297000.0,1.6,136,0,0,20,1
75.0,0,582,1,30,1,263358.03,1.83,134,0,0,23,1
50.0,1,159,1,30,0,302000.0,1.2,138,0,0,29,0
50.0,0,124,1,30,1,153000.0,1.2,136,0,1,32,1
57.0,1,129,0,30,0,395000.0,1.0,140,0,0,42,1
72.0,1,328,0,30,1,621000.0,1.7,138,0,1,88,1
60.0,1,582,0,30,1,127000.0,0.9,145,0,0,95,0
50.0,0,482,1,30,0,329000.0,0.9,132,0,0,109,0
65.0,0,167,0,30,0,259000.0,0.8,138,0,0,186,0
48.0,1,131,1,30,1,244000.0,1.6,130,0,0,193,1
60.0,0,166,0,30,0,62000.0,1.7,127,0,0,207,1
50.0,0,2522,0,30,1,404000.0,0.5,139,0,0,214,0
50.0,1,1051,1,30,0,232000.0,0.7,136,0,0,246,0
50.0,1,249,1,35,1,319000.0,1.0,128,0,0,28,1
62.0,0,281,1,35,0,221000.0,1.0,136,0,0,108,0
46.0,1,291,0,35,0,348000.0,0.9,140,0,0,109,0
65.0,1,335,0,35,1,235000.0,0.8,136,0,0,120,0
52.0,1,58,0,35,0,277000.0,1.4,136,0,0,120,0
50.0,1,2334,1,35,0,75000.0,0.9,142,0,0,126,1
70.0,0,835,0,35,1,305000.0,0.8,133,0,0,145,0
49.0,0,972,1,35,1,268000.0,0.8,130,0,0,187,0
55.0,0,582,1,35,1,371000.0,0.7,140,0,0,197,0
70.0,0,81,1,35,1,533000.0,1.3,139,0,0,212,0
55.0,0,572,1,35,0,231000.0,0.8,143,0,0,215,0
70.0,0,88,1,35,1,236000.0,1.2,132,0,0,215,0
70.0,0,618,0,35,0,327000.0,1.1,142,0,0,245,0
65.0,0,892,1,35,0,263358.03,1.1,142,0,0,256,0
60.0,0,235,1,38,0,329000.0,3.0,142,0,0,30,1
60.0,1,260,1,38,0,255000.0,2.2,132,0,1,45,1
58.0,0,144,1,38,1,327000.0,0.7,142,0,0,83,0
86.0,0,582,0,38,0,263358.03,1.83,134,0,0,95,1
66.0,1,68,1,38,1,162000.0,1.0,136,0,0,95,0
60.0,0,96,1,38,0,228000.0,0.75,140,0,0,95,0
80.0,0,776,1,38,1,192000.0,1.3,135,0,0,130,1
45.0,0,582,1,38,1,263358.03,1.18,137,0,0,185,0
65.0,0,326,0,38,0,294000.0,1.7,139,0,0,220,0
45.0,0,582,1,38,0,302000.0,0.9,140,0,0,244,0
67.0,0,213,0,38,0,215000.0,1.2,133,0,0,245,0
45.0,0,582,0,38,1,422000.0,0.8,137,0,0,245,0
55.0,0,84,1,38,0,451000.0,1.3,136,0,0,246,0
90.0,1,337,0,38,0,390000.0,0.9,144,0,0,256,0
55.0,0,1820,0,38,0,270000.0,1.2,139,0,0,271,0
95.0,1,112,0,40,1,196000.0,1.0,138,0,0,24,1
50.0,0,318,0,40,1,216000.0,2.3,131,0,0,60,1
70.0,0,69,0,40,0,293000.0,1.7,136,0,0,75,0
63.0,1,61,1,40,0,221000.0,1.1,140,0,0,86,0
58.0,1,400,0,40,0,164000.0,1.0,139,0,0,91,0
46.0,0,719,0,40,1,263358.03,1.18,137,0,0,107,0
61.0,1,84,0,40,1,229000.0,0.9,141,0,0,110,0
65.0,0,582,1,40,0,270000.0,1.0,138,0,0,140,0
60.667,1,151,1,40,1,201000.0,1.0,136,0,0,172,0
40.0,1,101,0,40,0,226000.0,0.8,141,0,0,187,0
60.0,1,2281,1,40,0,283000.0,1.0,141,0,0,187,0
65.0,1,720,1,40,0,257000.0,1.0,136,0,0,210,0
73.0,1,1185,0,40,1,220000.0,0.9,141,0,0,213,0
53.0,0,207,1,40,0,223000.0,1.2,130,0,0,214,0
62.0,1,655,0,40,0,283000.0,0.7,133,0,0,233,0
51.0,0,582,1,40,0,221000.0,0.9,134,0,0,244,0
55.0,0,336,0,45,1,324000.0,0.9,140,0,0,74,0
72.0,0,233,0,45,1,235000.0,2.5,135,0,0,115,1
40.0,0,244,0,45,1,275000.0,0.9,140,0,0,174,0
50.0,1,167,1,45,0,362000.0,1.0,136,0,0,187,0
82.0,1,855,1,50,1,321000.0,1.0,145,0,0,30,1
70.0,1,69,1,50,1,351000.0,1.0,134,0,0,44,1
60.0,0,53,0,50,1,286000.0,2.3,143,0,0,87,0
43.0,1,358,0,50,0,237000.0,1.3,135,0,0,97,0
49.0,1,69,0,50,0,132000.0,1.0,140,0,0,147,0
50.0,0,582,0,50,0,153000.0,0.6,134,0,0,172,1
70.0,0,1202,0,50,1,358000.0,0.9,141,0,0,196,0
48.0,1,582,1,55,0,87000.0,1.9,121,0,0,15,1
45.0,0,582,1,55,0,543000.0,1.0,132,0,0,250,0
45.0,0,615,1,55,0,222000.0,0.8,141,0,0,257,0
60.0,1,588,1,60,0,194000.0,1.1,142,0,0,33,1
70.0,0,92,0,60,1,317000.0,0.8,140,0,1,74,0
42.0,0,582,0,60,0,263358.03,1.18,137,0,0,82,0
70.0,1,59,0,60,0,255000.0,1.1,136,0,0,85,0
70.0,1,143,0,60,0,351000.0,1.3,137,0,0,90,1
60.0,1,96,1,60,1,271000.0,0.7,136,0,0,94,0
85.0,1,102,0,60,0,507000.0,3.2,138,0,0,94,0
65.0,1,113,1,60,1,203000.0,0.9,140,0,0,94,0
58.0,1,200,1,60,0,300000.0,0.8,137,0,0,104,0
65.0,1,59,1,60,0,172000.0,0.9,137,0,0,107,0
64.0,1,62,0,60,0,309000.0,1.5,135,0,0,174,0
75.0,0,675,1,60,0,265000.0,1.4,125,0,0,205,0
68.0,1,157,1,60,0,208000.0,1.0,140,0,0,237,0
45.0,0,2060,1,60,0,742000.0,0.8,138,0,0,278,0
60.0,0,3964,1,62,0,263358.03,6.8,146,0,0,43,1
65.0,0,157,0,65,0,263358.03,1.5,138,0,0,10,1
54.0,1,427,0,70,1,151000.0,9.0,137,0,0,196,1
45.0,0,582,0,80,0,263358.03,1.18,137,0,0,63,0
45.0,0,582,0,14,0,166000.0,0.8,127,1,0,14,1
75.0,1,246,0,15,0,127000.0,1.2,137,1,0,10,1
70.0,0,212,1,17,1,389000.0,1.0,136,1,1,188,0
75.0,0,582,0,20,1,265000.0,1.9,130,1,0,4,1
65.0,0,146,0,20,0,162000.0,1.3,129,1,1,7,1
50.0,1,111,0,20,0,210000.0,1.9,137,1,0,7,1
70.0,0,582,0,20,1,263358.03,1.83,134,1,1,31,1
80.0,1,553,0,20,1,140000.0,4.4,133,1,0,41,1
49.0,0,789,0,20,1,319000.0,1.1,136,1,1,55,1
72.0,0,364,1,20,1,254000.0,1.3,136,1,1,59,1
60.0,0,68,0,20,0,119000.0,2.9,127,1,1,64,1
69.0,0,582,0,20,0,266000.0,1.2,134,1,1,73,1
60.0,1,47,0,20,0,204000.0,0.7,139,1,1,73,1
59.0,0,66,1,20,0,70000.0,2.4,134,1,0,135,1
50.0,1,115,0,20,0,189000.0,0.8,139,1,0,146,0
45.0,0,582,0,20,1,126000.0,1.6,135,1,0,180,1
73.0,0,582,0,20,0,263358.03,1.83,134,1,0,198,1
55.0,0,1199,0,20,0,263358.03,1.83,134,1,1,241,1
62.0,0,231,0,25,1,253000.0,0.9,140,1,1,10,1
51.0,0,1380,0,25,1,271000.0,0.9,130,1,0,38,1
68.0,1,577,0,25,1,166000.0,1.0,138,1,0,43,1
45.0,0,7702,1,25,1,390000.0,1.0,139,1,0,60,1
72.0,1,110,0,25,0,274000.0,1.0,140,1,1,65,1
65.0,0,113,1,25,0,497000.0,1.83,135,1,0,67,1
57.0,1,115,0,25,1,181000.0,1.1,144,1,0,79,0
60.0,1,154,0,25,0,210000.0,1.7,135,1,0,82,1
63.0,1,514,1,25,1,254000.0,1.3,134,1,0,83,0
65.0,1,305,0,25,0,298000.0,1.1,141,1,0,87,0
80.0,0,898,0,25,0,149000.0,1.1,144,1,1,87,0
50.0,0,369,1,25,0,252000.0,1.6,136,1,0,90,0
68.0,1,646,0,25,0,305000.0,2.1,130,1,0,108,0
72.0,1,943,0,25,1,338000.0,1.7,139,1,1,111,1
60.0,1,231,1,25,0,194000.0,1.7,140,1,0,120,0
50.0,0,250,0,25,0,262000.0,1.0,136,1,1,120,0
59.0,1,176,1,25,0,221000.0,1.0,136,1,1,150,1
65.0,0,395,1,25,0,265000.0,1.2,136,1,1,154,1
58.0,1,145,0,25,0,219000.0,1.2,137,1,1,170,1
60.0,0,59,0,25,1,212000.0,3.5,136,1,1,187,0
47.0,0,582,0,25,0,130000.0,0.8,134,1,0,201,0
58.0,0,582,1,25,0,504000.0,1.0,138,1,0,205,0
58.0,1,57,0,25,0,189000.0,1.3,132,1,1,205,0
55.0,0,2017,0,25,0,314000.0,1.1,138,1,0,214,1
64.0,0,143,0,25,0,246000.0,2.4,135,1,0,214,0
45.0,1,66,1,25,0,233000.0,0.8,135,1,0,230,0
65.0,1,258,1,25,0,198000.0,1.4,129,1,0,235,1
45.0,1,981,0,30,0,136000.0,1.1,137,1,0,11,1
82.0,0,70,1,30,0,200000.0,1.2,132,1,1,26,1
60.0,0,2656,1,30,0,305000.0,2.3,137,1,0,30,0
95.0,1,371,0,30,0,461000.0,2.0,132,1,0,50,1
42.0,0,5209,0,30,0,226000.0,1.0,140,1,1,87,0
61.0,0,248,0,30,1,267000.0,0.7,136,1,1,104,0
50.0,0,1548,0,30,1,211000.0,0.8,138,1,0,108,0
50.0,0,185,0,30,0,266000.0,0.7,141,1,1,112,0
52.0,0,132,0,30,0,218000.0,0.7,136,1,1,112,0
75.0,1,582,0,30,0,225000.0,1.83,134,1,0,113,1
45.0,0,2442,1,30,0,334000.0,1.1,139,1,0,129,1
40.0,0,478,1,30,0,303000.0,0.9,136,1,0,148,0
60.667,1,104,1,30,0,389000.0,1.5,136,1,0,171,1
73.0,1,231,1,30,0,160000.0,1.18,142,1,1,180,0
70.0,0,232,0,30,0,173000.0,1.2,132,1,0,210,0
65.0,0,582,1,30,0,249000.0,1.3,136,1,1,212,0
52.0,1,191,1,30,1,334000.0,1.0,142,1,1,216,0
44.0,0,582,1,30,1,263358.03,1.6,130,1,1,244,0
60.0,1,257,1,30,0,150000.0,1.0,137,1,1,245,0
42.0,0,64,0,30,0,215000.0,3.8,128,1,1,250,0
80.0,1,123,0,35,1,388000.0,9.4,133,1,1,10,1
68.0,1,220,0,35,1,289000.0,0.9,140,1,1,20,1
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70.0,1,75,0,35,0,223000.0,2.7,138,1,1,54,0
55.0,0,109,0,35,0,254000.0,1.1,139,1,1,60,0
45.0,0,582,0,35,0,385000.0,1.0,145,1,0,61,1
58.0,0,582,1,35,0,122000.0,0.9,139,1,1,71,0
85.0,0,5882,0,35,0,243000.0,1.0,132,1,1,72,1
55.0,0,47,0,35,1,173000.0,1.1,137,1,0,79,0
45.0,1,1876,1,35,0,226000.0,0.9,138,1,0,88,0
45.0,0,292,1,35,0,850000.0,1.3,142,1,1,88,0
55.0,0,60,0,35,0,228000.0,1.2,135,1,1,90,0
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50.0,0,1846,1,35,0,263358.03,1.18,137,1,1,119,0
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55.0,0,7861,0,38,0,263358.03,1.1,136,1,0,6,1
75.0,1,81,0,38,1,368000.0,4.0,131,1,1,10,1
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80.0,0,805,0,38,0,263358.03,1.1,134,1,0,109,1
75.0,0,99,0,38,1,224000.0,2.5,134,1,0,162,1
85.0,0,212,0,38,0,186000.0,0.9,136,1,0,187,0
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58.0,0,132,1,38,1,253000.0,1.0,139,1,0,230,0
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62.0,0,61,1,38,1,155000.0,1.1,143,1,1,270,0
45.0,0,2413,0,38,0,140000.0,1.4,140,1,1,280,0
90.0,1,47,0,40,1,204000.0,2.1,132,1,1,8,1
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41.0,0,148,0,40,0,374000.0,0.8,140,1,1,68,0
42.0,0,102,1,40,0,237000.0,1.2,140,1,0,74,0
44.0,0,84,1,40,1,235000.0,0.7,139,1,0,79,0
60.0,1,754,1,40,1,328000.0,1.2,126,1,0,91,0
60.0,0,582,0,40,0,217000.0,3.7,134,1,0,96,1
75.0,0,582,0,40,0,263358.03,1.18,137,1,0,107,0
66.0,1,72,0,40,1,242000.0,1.2,134,1,0,121,0
63.0,1,582,0,40,0,448000.0,0.9,137,1,1,123,0
52.0,0,3966,0,40,0,325000.0,0.9,140,1,1,146,0
69.0,0,1419,0,40,0,105000.0,1.0,135,1,1,147,0
55.0,0,835,0,40,0,279000.0,0.7,140,1,1,147,0
50.0,1,121,1,40,0,260000.0,0.7,130,1,0,175,0
78.0,1,64,0,40,0,277000.0,0.7,137,1,1,187,0
55.0,0,66,0,40,0,203000.0,1.0,138,1,0,233,0
42.0,0,64,0,40,0,189000.0,0.7,140,1,0,245,0
70.0,0,2695,1,40,0,241000.0,1.0,137,1,0,247,0
70.0,0,582,0,40,0,51000.0,2.7,136,1,1,250,0
50.0,1,54,0,40,0,279000.0,0.8,141,1,0,250,0
55.0,1,170,1,40,0,336000.0,1.2,135,1,0,250,0
70.0,0,122,1,45,1,284000.0,1.3,136,1,1,26,1
85.0,0,23,0,45,0,360000.0,3.0,132,1,0,28,1
70.0,0,571,1,45,1,185000.0,1.2,139,1,1,33,1
70.0,0,66,1,45,0,249000.0,0.8,136,1,1,80,0
60.0,0,897,1,45,0,297000.0,1.0,133,1,0,80,0
75.0,0,582,0,45,1,263358.03,1.18,137,1,0,87,0
55.0,0,748,0,45,0,263000.0,1.3,137,1,0,88,0
60.0,1,1082,1,45,0,250000.0,6.1,131,1,0,107,0
50.0,0,115,0,45,1,184000.0,0.9,134,1,1,118,0
59.0,1,129,0,45,1,362000.0,1.1,139,1,1,121,0
77.0,1,418,0,45,0,223000.0,1.8,145,1,0,180,1
63.0,1,1767,0,45,0,73000.0,0.7,137,1,0,186,0
53.0,1,582,0,45,0,305000.0,1.1,137,1,1,209,0
55.0,1,180,0,45,0,263358.03,1.18,137,1,1,211,0
50.0,0,245,0,45,1,274000.0,1.0,133,1,0,215,0
50.0,0,196,0,45,0,395000.0,1.6,136,1,1,285,0
82.0,1,379,0,50,0,47000.0,1.3,136,1,0,13,1
65.0,0,94,1,50,1,188000.0,1.0,140,1,0,29,1
90.0,1,60,1,50,0,226000.0,1.0,134,1,0,30,1
72.0,0,127,1,50,1,218000.0,1.0,134,1,0,33,0
65.0,0,224,1,50,0,149000.0,1.3,137,1,1,72,0
67.0,0,582,0,50,0,263358.03,1.18,137,1,1,76,0
79.0,1,55,0,50,1,172000.0,1.8,133,1,0,78,0
51.0,0,78,0,50,0,406000.0,0.7,140,1,0,79,0
85.0,1,910,0,50,0,235000.0,1.3,134,1,0,121,0
78.0,0,224,0,50,0,481000.0,1.4,138,1,1,192,0
65.0,0,118,0,50,0,194000.0,1.1,145,1,1,200,0
77.0,1,109,0,50,1,406000.0,1.1,137,1,0,209,0
75.0,0,119,0,50,1,248000.0,1.1,148,1,0,209,0
53.0,0,56,0,50,0,308000.0,0.7,135,1,1,231,0
60.0,1,315,1,60,0,454000.0,1.1,131,1,1,10,1
53.0,0,63,1,60,0,368000.0,0.8,135,1,0,22,0
65.0,1,68,1,60,1,304000.0,0.8,140,1,0,79,0
58.0,1,133,0,60,1,219000.0,1.0,141,1,0,83,0
85.0,0,129,0,60,0,306000.0,1.2,132,1,1,90,1
60.0,1,737,0,60,1,210000.0,1.5,135,1,1,95,0
53.0,1,1808,0,60,1,249000.0,0.7,138,1,1,106,0
63.0,0,193,0,60,1,295000.0,1.3,145,1,1,107,0
64.0,0,1610,0,60,0,242000.0,1.0,137,1,0,113,0
62.0,0,30,1,60,1,244000.0,0.9,139,1,0,117,0
53.0,0,196,0,60,0,220000.0,0.7,133,1,1,134,0
70.0,1,171,0,60,1,176000.0,1.1,145,1,1,146,0
60.0,1,95,0,60,0,337000.0,1.0,138,1,1,146,0
63.0,1,122,1,60,0,267000.0,1.2,145,1,0,147,0
45.0,0,308,1,60,1,377000.0,1.0,136,1,0,186,0
70.0,0,97,0,60,1,220000.0,0.9,138,1,0,186,0
53.0,1,446,0,60,1,263358.03,1.0,139,1,0,215,0
50.0,0,582,0,62,1,147000.0,0.8,140,1,1,192,0