heart_failure_clinical_records_dataset.csv

age,anaemia,creatinine_phosphokinase,diabetes,ejection_fraction,high_blood_pressure,platelets,serum_creatinine,serum_sodium,sex,smoking,time,DEATH_EVENT
75,0,582,0,20,1,265000,1.9,130,1,0,4,1
55,0,7861,0,38,0,263358.03,1.1,136,1,0,6,1
65,0,146,0,20,0,162000,1.3,129,1,1,7,1
50,1,111,0,20,0,210000,1.9,137,1,0,7,1
65,1,160,1,20,0,327000,2.7,116,0,0,8,1
90,1,47,0,40,1,204000,2.1,132,1,1,8,1
75,1,246,0,15,0,127000,1.2,137,1,0,10,1
60,1,315,1,60,0,454000,1.1,131,1,1,10,1
65,0,157,0,65,0,263358.03,1.5,138,0,0,10,1
80,1,123,0,35,1,388000,9.4,133,1,1,10,1
75,1,81,0,38,1,368000,4,131,1,1,10,1
62,0,231,0,25,1,253000,0.9,140,1,1,10,1
45,1,981,0,30,0,136000,1.1,137,1,0,11,1
50,1,168,0,38,1,276000,1.1,137,1,0,11,1
49,1,80,0,30,1,427000,1,138,0,0,12,0
82,1,379,0,50,0,47000,1.3,136,1,0,13,1
87,1,149,0,38,0,262000,0.9,140,1,0,14,1
45,0,582,0,14,0,166000,0.8,127,1,0,14,1
70,1,125,0,25,1,237000,1,140,0,0,15,1
48,1,582,1,55,0,87000,1.9,121,0,0,15,1
65,1,52,0,25,1,276000,1.3,137,0,0,16,0
65,1,128,1,30,1,297000,1.6,136,0,0,20,1
68,1,220,0,35,1,289000,0.9,140,1,1,20,1
53,0,63,1,60,0,368000,0.8,135,1,0,22,0
75,0,582,1,30,1,263358.03,1.83,134,0,0,23,1
80,0,148,1,38,0,149000,1.9,144,1,1,23,1
95,1,112,0,40,1,196000,1,138,0,0,24,1
70,0,122,1,45,1,284000,1.3,136,1,1,26,1
58,1,60,0,38,0,153000,5.8,134,1,0,26,1
82,0,70,1,30,0,200000,1.2,132,1,1,26,1
94,0,582,1,38,1,263358.03,1.83,134,1,0,27,1
85,0,23,0,45,0,360000,3,132,1,0,28,1
50,1,249,1,35,1,319000,1,128,0,0,28,1
50,1,159,1,30,0,302000,1.2,138,0,0,29,0
65,0,94,1,50,1,188000,1,140,1,0,29,1
69,0,582,1,35,0,228000,3.5,134,1,0,30,1
90,1,60,1,50,0,226000,1,134,1,0,30,1
82,1,855,1,50,1,321000,1,145,0,0,30,1
60,0,2656,1,30,0,305000,2.3,137,1,0,30,0
60,0,235,1,38,0,329000,3,142,0,0,30,1
70,0,582,0,20,1,263358.03,1.83,134,1,1,31,1
50,0,124,1,30,1,153000,1.2,136,0,1,32,1
70,0,571,1,45,1,185000,1.2,139,1,1,33,1
72,0,127,1,50,1,218000,1,134,1,0,33,0
60,1,588,1,60,0,194000,1.1,142,0,0,33,1
50,0,582,1,38,0,310000,1.9,135,1,1,35,1
51,0,1380,0,25,1,271000,0.9,130,1,0,38,1
60,0,582,1,38,1,451000,0.6,138,1,1,40,1
80,1,553,0,20,1,140000,4.4,133,1,0,41,1
57,1,129,0,30,0,395000,1,140,0,0,42,1
68,1,577,0,25,1,166000,1,138,1,0,43,1
53,1,91,0,20,1,418000,1.4,139,0,0,43,1
60,0,3964,1,62,0,263358.03,6.8,146,0,0,43,1
70,1,69,1,50,1,351000,1,134,0,0,44,1
60,1,260,1,38,0,255000,2.2,132,0,1,45,1
95,1,371,0,30,0,461000,2,132,1,0,50,1
70,1,75,0,35,0,223000,2.7,138,1,1,54,0
60,1,607,0,40,0,216000,0.6,138,1,1,54,0
49,0,789,0,20,1,319000,1.1,136,1,1,55,1
72,0,364,1,20,1,254000,1.3,136,1,1,59,1
45,0,7702,1,25,1,390000,1,139,1,0,60,1
50,0,318,0,40,1,216000,2.3,131,0,0,60,1
55,0,109,0,35,0,254000,1.1,139,1,1,60,0
45,0,582,0,35,0,385000,1,145,1,0,61,1
45,0,582,0,80,0,263358.03,1.18,137,0,0,63,0
60,0,68,0,20,0,119000,2.9,127,1,1,64,1
42,1,250,1,15,0,213000,1.3,136,0,0,65,1
72,1,110,0,25,0,274000,1,140,1,1,65,1
70,0,161,0,25,0,244000,1.2,142,0,0,66,1
65,0,113,1,25,0,497000,1.83,135,1,0,67,1
41,0,148,0,40,0,374000,0.8,140,1,1,68,0
58,0,582,1,35,0,122000,0.9,139,1,1,71,0
85,0,5882,0,35,0,243000,1,132,1,1,72,1
65,0,224,1,50,0,149000,1.3,137,1,1,72,0
69,0,582,0,20,0,266000,1.2,134,1,1,73,1
60,1,47,0,20,0,204000,0.7,139,1,1,73,1
70,0,92,0,60,1,317000,0.8,140,0,1,74,0
42,0,102,1,40,0,237000,1.2,140,1,0,74,0
75,1,203,1,38,1,283000,0.6,131,1,1,74,0
55,0,336,0,45,1,324000,0.9,140,0,0,74,0
70,0,69,0,40,0,293000,1.7,136,0,0,75,0
67,0,582,0,50,0,263358.03,1.18,137,1,1,76,0
60,1,76,1,25,0,196000,2.5,132,0,0,77,1
79,1,55,0,50,1,172000,1.8,133,1,0,78,0
59,1,280,1,25,1,302000,1,141,0,0,78,1
51,0,78,0,50,0,406000,0.7,140,1,0,79,0
55,0,47,0,35,1,173000,1.1,137,1,0,79,0
65,1,68,1,60,1,304000,0.8,140,1,0,79,0
44,0,84,1,40,1,235000,0.7,139,1,0,79,0
57,1,115,0,25,1,181000,1.1,144,1,0,79,0
70,0,66,1,45,0,249000,0.8,136,1,1,80,0
60,0,897,1,45,0,297000,1,133,1,0,80,0
42,0,582,0,60,0,263358.03,1.18,137,0,0,82,0
60,1,154,0,25,0,210000,1.7,135,1,0,82,1
58,0,144,1,38,1,327000,0.7,142,0,0,83,0
58,1,133,0,60,1,219000,1,141,1,0,83,0
63,1,514,1,25,1,254000,1.3,134,1,0,83,0
70,1,59,0,60,0,255000,1.1,136,0,0,85,0
60,1,156,1,25,1,318000,1.2,137,0,0,85,0
63,1,61,1,40,0,221000,1.1,140,0,0,86,0
65,1,305,0,25,0,298000,1.1,141,1,0,87,0
75,0,582,0,45,1,263358.03,1.18,137,1,0,87,0
80,0,898,0,25,0,149000,1.1,144,1,1,87,0
42,0,5209,0,30,0,226000,1,140,1,1,87,0
60,0,53,0,50,1,286000,2.3,143,0,0,87,0
72,1,328,0,30,1,621000,1.7,138,0,1,88,1
55,0,748,0,45,0,263000,1.3,137,1,0,88,0
45,1,1876,1,35,0,226000,0.9,138,1,0,88,0
63,0,936,0,38,0,304000,1.1,133,1,1,88,0
45,0,292,1,35,0,850000,1.3,142,1,1,88,0
85,0,129,0,60,0,306000,1.2,132,1,1,90,1
55,0,60,0,35,0,228000,1.2,135,1,1,90,0
50,0,369,1,25,0,252000,1.6,136,1,0,90,0
70,1,143,0,60,0,351000,1.3,137,0,0,90,1
60,1,754,1,40,1,328000,1.2,126,1,0,91,0
58,1,400,0,40,0,164000,1,139,0,0,91,0
60,1,96,1,60,1,271000,0.7,136,0,0,94,0
85,1,102,0,60,0,507000,3.2,138,0,0,94,0
65,1,113,1,60,1,203000,0.9,140,0,0,94,0
86,0,582,0,38,0,263358.03,1.83,134,0,0,95,1
60,1,737,0,60,1,210000,1.5,135,1,1,95,0
66,1,68,1,38,1,162000,1,136,0,0,95,0
60,0,96,1,38,0,228000,0.75,140,0,0,95,0
60,1,582,0,30,1,127000,0.9,145,0,0,95,0
60,0,582,0,40,0,217000,3.7,134,1,0,96,1
43,1,358,0,50,0,237000,1.3,135,0,0,97,0
46,0,168,1,17,1,271000,2.1,124,0,0,100,1
58,1,200,1,60,0,300000,0.8,137,0,0,104,0
61,0,248,0,30,1,267000,0.7,136,1,1,104,0
53,1,270,1,35,0,227000,3.4,145,1,0,105,0
53,1,1808,0,60,1,249000,0.7,138,1,1,106,0
60,1,1082,1,45,0,250000,6.1,131,1,0,107,0
46,0,719,0,40,1,263358.03,1.18,137,0,0,107,0
63,0,193,0,60,1,295000,1.3,145,1,1,107,0
81,0,4540,0,35,0,231000,1.18,137,1,1,107,0
75,0,582,0,40,0,263358.03,1.18,137,1,0,107,0
65,1,59,1,60,0,172000,0.9,137,0,0,107,0
68,1,646,0,25,0,305000,2.1,130,1,0,108,0
62,0,281,1,35,0,221000,1,136,0,0,108,0
50,0,1548,0,30,1,211000,0.8,138,1,0,108,0
80,0,805,0,38,0,263358.03,1.1,134,1,0,109,1
46,1,291,0,35,0,348000,0.9,140,0,0,109,0
50,0,482,1,30,0,329000,0.9,132,0,0,109,0
61,1,84,0,40,1,229000,0.9,141,0,0,110,0
72,1,943,0,25,1,338000,1.7,139,1,1,111,1
50,0,185,0,30,0,266000,0.7,141,1,1,112,0
52,0,132,0,30,0,218000,0.7,136,1,1,112,0
64,0,1610,0,60,0,242000,1,137,1,0,113,0
75,1,582,0,30,0,225000,1.83,134,1,0,113,1
60,0,2261,0,35,1,228000,0.9,136,1,0,115,0
72,0,233,0,45,1,235000,2.5,135,0,0,115,1
62,0,30,1,60,1,244000,0.9,139,1,0,117,0
50,0,115,0,45,1,184000,0.9,134,1,1,118,0
50,0,1846,1,35,0,263358.03,1.18,137,1,1,119,0
65,1,335,0,35,1,235000,0.8,136,0,0,120,0
60,1,231,1,25,0,194000,1.7,140,1,0,120,0
52,1,58,0,35,0,277000,1.4,136,0,0,120,0
50,0,250,0,25,0,262000,1,136,1,1,120,0
85,1,910,0,50,0,235000,1.3,134,1,0,121,0
59,1,129,0,45,1,362000,1.1,139,1,1,121,0
66,1,72,0,40,1,242000,1.2,134,1,0,121,0
45,1,130,0,35,0,174000,0.8,139,1,1,121,0
63,1,582,0,40,0,448000,0.9,137,1,1,123,0
50,1,2334,1,35,0,75000,0.9,142,0,0,126,1
45,0,2442,1,30,0,334000,1.1,139,1,0,129,1
80,0,776,1,38,1,192000,1.3,135,0,0,130,1
53,0,196,0,60,0,220000,0.7,133,1,1,134,0
59,0,66,1,20,0,70000,2.4,134,1,0,135,1
65,0,582,1,40,0,270000,1,138,0,0,140,0
70,0,835,0,35,1,305000,0.8,133,0,0,145,0
51,1,582,1,35,0,263358.03,1.5,136,1,1,145,0
52,0,3966,0,40,0,325000,0.9,140,1,1,146,0
70,1,171,0,60,1,176000,1.1,145,1,1,146,0
50,1,115,0,20,0,189000,0.8,139,1,0,146,0
65,0,198,1,35,1,281000,0.9,137,1,1,146,0
60,1,95,0,60,0,337000,1,138,1,1,146,0
69,0,1419,0,40,0,105000,1,135,1,1,147,0
49,1,69,0,50,0,132000,1,140,0,0,147,0
63,1,122,1,60,0,267000,1.2,145,1,0,147,0
55,0,835,0,40,0,279000,0.7,140,1,1,147,0
40,0,478,1,30,0,303000,0.9,136,1,0,148,0
59,1,176,1,25,0,221000,1,136,1,1,150,1
65,0,395,1,25,0,265000,1.2,136,1,1,154,1
75,0,99,0,38,1,224000,2.5,134,1,0,162,1
58,1,145,0,25,0,219000,1.2,137,1,1,170,1
60.667,1,104,1,30,0,389000,1.5,136,1,0,171,1
50,0,582,0,50,0,153000,0.6,134,0,0,172,1
60,0,1896,1,25,0,365000,2.1,144,0,0,172,1
60.667,1,151,1,40,1,201000,1,136,0,0,172,0
40,0,244,0,45,1,275000,0.9,140,0,0,174,0
80,0,582,1,35,0,350000,2.1,134,1,0,174,0
64,1,62,0,60,0,309000,1.5,135,0,0,174,0
50,1,121,1,40,0,260000,0.7,130,1,0,175,0
73,1,231,1,30,0,160000,1.18,142,1,1,180,0
45,0,582,0,20,1,126000,1.6,135,1,0,180,1
77,1,418,0,45,0,223000,1.8,145,1,0,180,1
45,0,582,1,38,1,263358.03,1.18,137,0,0,185,0
65,0,167,0,30,0,259000,0.8,138,0,0,186,0
50,1,582,1,20,1,279000,1,134,0,0,186,0
60,0,1211,1,35,0,263358.03,1.8,113,1,1,186,0
63,1,1767,0,45,0,73000,0.7,137,1,0,186,0
45,0,308,1,60,1,377000,1,136,1,0,186,0
70,0,97,0,60,1,220000,0.9,138,1,0,186,0
60,0,59,0,25,1,212000,3.5,136,1,1,187,0
78,1,64,0,40,0,277000,0.7,137,1,1,187,0
50,1,167,1,45,0,362000,1,136,0,0,187,0
40,1,101,0,40,0,226000,0.8,141,0,0,187,0
85,0,212,0,38,0,186000,0.9,136,1,0,187,0
60,1,2281,1,40,0,283000,1,141,0,0,187,0
49,0,972,1,35,1,268000,0.8,130,0,0,187,0
70,0,212,1,17,1,389000,1,136,1,1,188,0
50,0,582,0,62,1,147000,0.8,140,1,1,192,0
78,0,224,0,50,0,481000,1.4,138,1,1,192,0
48,1,131,1,30,1,244000,1.6,130,0,0,193,1
65,1,135,0,35,1,290000,0.8,134,1,0,194,0
73,0,582,0,35,1,203000,1.3,134,1,0,195,0
70,0,1202,0,50,1,358000,0.9,141,0,0,196,0
54,1,427,0,70,1,151000,9,137,0,0,196,1
68,1,1021,1,35,0,271000,1.1,134,1,0,197,0
55,0,582,1,35,1,371000,0.7,140,0,0,197,0
73,0,582,0,20,0,263358.03,1.83,134,1,0,198,1
65,0,118,0,50,0,194000,1.1,145,1,1,200,0
42,1,86,0,35,0,365000,1.1,139,1,1,201,0
47,0,582,0,25,0,130000,0.8,134,1,0,201,0
58,0,582,1,25,0,504000,1,138,1,0,205,0
75,0,675,1,60,0,265000,1.4,125,0,0,205,0
58,1,57,0,25,0,189000,1.3,132,1,1,205,0
55,1,2794,0,35,1,141000,1,140,1,0,206,0
65,0,56,0,25,0,237000,5,130,0,0,207,0
72,0,211,0,25,0,274000,1.2,134,0,0,207,0
60,0,166,0,30,0,62000,1.7,127,0,0,207,1
70,0,93,0,35,0,185000,1.1,134,1,1,208,0
40,1,129,0,35,0,255000,0.9,137,1,0,209,0
53,1,707,0,38,0,330000,1.4,137,1,1,209,0
53,1,582,0,45,0,305000,1.1,137,1,1,209,0
77,1,109,0,50,1,406000,1.1,137,1,0,209,0
75,0,119,0,50,1,248000,1.1,148,1,0,209,0
70,0,232,0,30,0,173000,1.2,132,1,0,210,0
65,1,720,1,40,0,257000,1,136,0,0,210,0
55,1,180,0,45,0,263358.03,1.18,137,1,1,211,0
70,0,81,1,35,1,533000,1.3,139,0,0,212,0
65,0,582,1,30,0,249000,1.3,136,1,1,212,0
40,0,90,0,35,0,255000,1.1,136,1,1,212,0
73,1,1185,0,40,1,220000,0.9,141,0,0,213,0
54,0,582,1,38,0,264000,1.8,134,1,0,213,0
61,1,80,1,38,0,282000,1.4,137,1,0,213,0
55,0,2017,0,25,0,314000,1.1,138,1,0,214,1
64,0,143,0,25,0,246000,2.4,135,1,0,214,0
40,0,624,0,35,0,301000,1,142,1,1,214,0
53,0,207,1,40,0,223000,1.2,130,0,0,214,0
50,0,2522,0,30,1,404000,0.5,139,0,0,214,0
55,0,572,1,35,0,231000,0.8,143,0,0,215,0
50,0,245,0,45,1,274000,1,133,1,0,215,0
70,0,88,1,35,1,236000,1.2,132,0,0,215,0
53,1,446,0,60,1,263358.03,1,139,1,0,215,0
52,1,191,1,30,1,334000,1,142,1,1,216,0
65,0,326,0,38,0,294000,1.7,139,0,0,220,0
58,0,132,1,38,1,253000,1,139,1,0,230,0
45,1,66,1,25,0,233000,0.8,135,1,0,230,0
53,0,56,0,50,0,308000,0.7,135,1,1,231,0
55,0,66,0,40,0,203000,1,138,1,0,233,0
62,1,655,0,40,0,283000,0.7,133,0,0,233,0
65,1,258,1,25,0,198000,1.4,129,1,0,235,1
68,1,157,1,60,0,208000,1,140,0,0,237,0
61,0,582,1,38,0,147000,1.2,141,1,0,237,0
50,1,298,0,35,0,362000,0.9,140,1,1,240,0
55,0,1199,0,20,0,263358.03,1.83,134,1,1,241,1
56,1,135,1,38,0,133000,1.7,140,1,0,244,0
45,0,582,1,38,0,302000,0.9,140,0,0,244,0
40,0,582,1,35,0,222000,1,132,1,0,244,0
44,0,582,1,30,1,263358.03,1.6,130,1,1,244,0
51,0,582,1,40,0,221000,0.9,134,0,0,244,0
67,0,213,0,38,0,215000,1.2,133,0,0,245,0
42,0,64,0,40,0,189000,0.7,140,1,0,245,0
60,1,257,1,30,0,150000,1,137,1,1,245,0
45,0,582,0,38,1,422000,0.8,137,0,0,245,0
70,0,618,0,35,0,327000,1.1,142,0,0,245,0
70,0,582,1,38,0,25100,1.1,140,1,0,246,0
50,1,1051,1,30,0,232000,0.7,136,0,0,246,0
55,0,84,1,38,0,451000,1.3,136,0,0,246,0
70,0,2695,1,40,0,241000,1,137,1,0,247,0
70,0,582,0,40,0,51000,2.7,136,1,1,250,0
42,0,64,0,30,0,215000,3.8,128,1,1,250,0
65,0,1688,0,38,0,263358.03,1.1,138,1,1,250,0
50,1,54,0,40,0,279000,0.8,141,1,0,250,0
55,1,170,1,40,0,336000,1.2,135,1,0,250,0
60,0,253,0,35,0,279000,1.7,140,1,0,250,0
45,0,582,1,55,0,543000,1,132,0,0,250,0
65,0,892,1,35,0,263358.03,1.1,142,0,0,256,0
90,1,337,0,38,0,390000,0.9,144,0,0,256,0
45,0,615,1,55,0,222000,0.8,141,0,0,257,0
60,0,320,0,35,0,133000,1.4,139,1,0,258,0
52,0,190,1,38,0,382000,1,140,1,1,258,0
63,1,103,1,35,0,179000,0.9,136,1,1,270,0
62,0,61,1,38,1,155000,1.1,143,1,1,270,0
55,0,1820,0,38,0,270000,1.2,139,0,0,271,0
45,0,2060,1,60,0,742000,0.8,138,0,0,278,0
45,0,2413,0,38,0,140000,1.4,140,1,1,280,0
50,0,196,0,45,0,395000,1.6,136,1,1,285,0