dataset2.csv

,CHD,asthma,blood_pressure_dia,blood_pressure_sys,blood_sugar_level,breath_shortness_severity,breaths_per_minute,bronchiectasis,cholestorol,cough_frequency,cough_severity,diabetes,heart_rate,hypoxemia,is_running,lf/hf ratio,oxygen_saturation,post_meal,stress
0,1,0,216,186,339,10,30,0,175,0,3,2,188,0,True,1.3098360415772945,99,False,0
1,1,0,218,155,139,3,24,0,191,2,0,2,121,0,False,1.111067771975757,96,False,1
2,1,0,176,87,63,9,18,0,197,3,0,0,200,0,True,1.3880664960652171,99,True,0
3,1,0,109,231,183,10,22,0,142,4,6,2,81,1,False,1.4188121574315322,91,False,1
4,1,1,244,180,314,4,20,0,118,4,0,2,110,1,False,1.9121940403479463,95,False,0
5,1,0,61,102,354,3,20,0,146,4,7,2,137,1,True,1.4426208279780366,91,False,0
6,1,1,60,166,32,10,27,1,179,10,9,0,101,1,False,1.930411154984533,95,False,0
7,1,0,240,63,289,3,27,0,125,3,9,2,105,1,False,1.3183656313364172,90,False,1
8,1,0,162,214,75,0,27,0,67,0,7,0,98,1,True,1.2771946745528533,91,False,0
9,1,0,111,197,139,4,10,1,114,9,6,0,170,1,True,1.9893065481190342,93,True,0
10,1,0,170,162,157,10,26,0,112,2,3,2,120,0,True,1.4833351602067624,97,False,0
11,1,0,87,181,149,8,24,0,110,0,5,1,111,1,False,1.9188773949351703,91,True,0
12,1,0,202,217,18,3,20,0,60,6,10,0,92,0,True,1.1282750735755136,97,True,0
13,1,0,143,62,233,0,10,1,143,8,3,2,69,0,False,1.0993070094900037,97,False,1
14,1,0,57,235,196,8,30,1,97,8,10,2,86,0,False,1.4993361596448285,99,False,1
15,1,0,116,56,178,2,26,0,144,1,10,2,199,1,True,1.580724457727466,90,False,0
16,1,0,218,243,99,6,10,1,73,1,9,0,151,0,False,1.0438553335161176,96,True,1
17,1,1,74,190,348,5,23,0,146,10,9,2,115,1,False,1.7613753735452358,95,True,0
18,1,0,108,168,161,2,12,0,185,8,10,1,119,0,False,1.6684892147721022,96,True,0
19,1,0,228,138,107,5,22,0,60,4,9,0,109,0,False,1.5647556202242587,99,True,0
20,1,0,147,189,156,6,19,0,200,1,2,2,92,1,False,1.3034745552527758,91,False,1
21,1,0,188,112,129,8,24,1,115,7,8,0,140,1,True,1.7433430955812326,95,True,0
22,1,0,106,95,312,0,13,0,159,7,8,2,173,1,False,1.7373014343516093,95,False,0
23,1,0,212,83,255,10,27,0,185,10,1,2,95,1,True,1.0758086895908998,93,False,0
24,1,0,188,95,287,0,16,0,175,5,1,2,113,0,False,1.1655791808291665,96,True,1
25,1,0,66,73,156,6,23,0,76,4,2,2,183,1,False,1.518770459220966,94,False,0
26,1,0,179,51,144,0,12,0,194,9,2,1,101,0,True,1.466531371803899,96,True,0
27,1,0,148,79,12,4,13,0,176,5,4,0,193,1,True,1.9474791649034917,92,False,0
28,1,0,200,128,10,3,19,0,192,8,2,0,66,1,True,1.0731554016676812,91,True,0
29,1,0,82,243,247,10,24,0,68,5,10,2,163,0,False,1.6946892050297522,97,False,0
30,1,0,223,226,208,1,15,0,161,7,4,2,166,1,True,1.6108886758240937,91,True,0
31,1,0,158,107,396,5,15,0,161,0,10,2,126,1,False,1.7727630032359216,93,False,0
32,1,0,179,242,346,1,29,0,91,6,7,2,192,0,False,1.100878253190187,98,False,1
33,1,0,229,232,294,7,16,0,97,1,7,2,186,1,True,1.174155071592329,93,False,0
34,1,0,197,195,342,9,13,0,71,1,6,2,171,0,True,1.5832167286279328,98,False,0
35,1,0,89,222,289,0,21,0,199,2,4,2,73,1,False,1.8491139395960694,90,False,0
36,1,0,64,200,181,3,16,0,153,0,0,1,96,1,True,1.622211124686765,94,True,0
37,1,0,205,190,217,7,13,0,172,6,0,2,176,0,False,1.7013575713978955,100,True,0
38,1,0,239,171,333,4,10,1,139,3,3,2,124,0,False,1.5267476946470095,97,False,0
39,1,0,94,205,247,3,23,0,170,6,6,2,64,1,True,1.3436161058502838,95,True,0
40,1,0,191,137,294,6,25,0,185,8,5,2,135,0,True,1.1871733617836815,99,True,0
41,1,0,62,231,381,9,19,1,200,8,8,2,97,0,True,1.6416991498201692,97,False,0
42,1,0,205,62,76,8,16,0,117,9,3,0,69,1,True,1.2487569707278405,94,False,0
43,1,0,169,60,85,10,13,0,160,4,9,0,135,0,True,1.0881362172461382,99,False,0
44,1,0,242,109,90,3,18,0,149,8,5,0,81,0,True,1.5403990377975794,100,False,0
45,1,0,236,212,177,0,16,0,160,3,0,2,74,1,True,1.9632937471774459,93,False,0
46,1,0,73,174,396,0,14,0,75,6,7,2,197,1,True,1.97573149399352,92,False,0
47,1,0,98,141,318,9,30,0,155,9,4,2,124,0,True,1.7808124802697243,100,False,0
48,1,0,93,122,227,4,26,0,68,1,8,2,111,1,False,1.1045964322311073,90,True,1
49,1,0,168,151,7,9,25,0,69,2,10,0,199,0,False,1.0576032214914621,98,False,1
50,1,0,184,218,307,7,21,0,109,3,10,2,143,0,True,1.2015462071449026,99,False,0
51,1,0,94,68,91,3,20,0,152,0,5,0,88,1,True,1.0089679876996502,94,True,0
52,1,0,78,143,217,2,29,0,97,9,7,2,197,0,False,1.8006694440931494,99,True,0
53,1,0,189,194,53,9,13,0,168,2,8,0,186,1,True,1.8382438769724962,92,False,0
54,1,0,79,182,64,9,16,0,130,0,8,0,147,1,False,1.7507220621949058,95,False,0
55,1,0,183,206,96,2,18,0,171,10,6,0,124,0,True,1.046951753404545,96,False,0
56,1,0,65,145,332,5,29,0,97,7,10,2,192,1,False,1.2349414779084942,95,False,1
57,1,0,100,90,254,3,12,0,170,8,6,2,125,1,True,1.3454587926750246,90,True,0
58,1,0,145,235,309,1,15,0,150,5,2,2,155,0,True,1.2185503259601216,96,True,0
59,1,0,99,131,159,10,12,0,104,10,7,1,93,1,False,1.2437438550074895,95,True,1
60,1,0,223,67,53,5,28,0,78,6,2,0,109,0,True,1.0870765254263222,99,True,0
61,1,1,169,139,39,10,25,0,130,2,2,0,110,1,True,1.4316420327553834,92,True,0
62,1,0,196,248,203,9,17,0,86,0,6,2,60,1,True,1.6233115275682377,90,False,0
63,1,0,145,123,335,5,14,0,175,6,3,2,68,1,False,1.4202681466570808,95,True,1
64,1,0,125,79,80,1,17,0,83,6,2,0,168,1,False,1.4618414652386804,92,False,1
65,1,0,52,174,356,0,25,0,67,7,8,2,92,0,False,1.5089089747242568,96,False,0
66,1,1,164,214,123,0,22,0,177,1,9,1,107,1,True,1.8762740460394374,92,False,0
67,1,0,67,249,364,3,23,0,188,3,8,2,82,0,False,1.4124665695860394,99,True,1
68,1,0,91,169,336,1,12,0,182,7,10,2,78,1,True,1.6124679061961302,90,False,0
69,1,0,249,193,188,9,19,0,153,5,1,2,88,0,False,1.223511868936379,99,False,1
70,1,0,189,186,97,9,17,1,106,8,10,0,92,1,True,1.3896412923304085,90,False,0
71,1,0,93,83,386,8,15,0,148,3,4,2,93,1,True,1.768840861618131,94,False,0
72,1,0,98,75,121,10,15,0,149,5,8,1,142,1,True,1.1076061806733062,91,False,0
73,1,0,207,185,99,3,30,0,190,7,4,0,87,0,False,1.3645067233544972,98,False,1
74,1,0,75,149,260,7,12,0,72,8,1,2,100,1,True,1.706253476500066,95,False,0
75,1,0,128,130,59,2,30,0,106,3,4,0,149,0,True,1.4231967552981684,98,True,0
76,1,0,173,222,174,8,26,0,171,8,2,1,107,0,True,1.1490413384850264,100,True,0
77,1,0,140,174,346,10,28,0,188,4,0,2,99,0,False,1.0142888952404108,98,True,1
78,1,0,61,193,197,8,13,0,127,2,9,2,102,0,False,1.38861008941997,100,False,1
79,1,0,134,201,133,10,20,0,148,5,4,2,62,0,False,1.5080173849588911,100,False,0
80,1,0,134,80,215,10,10,1,171,0,8,2,199,1,True,1.669701388266105,91,True,0
81,1,0,212,115,381,10,27,0,165,0,2,2,173,1,True,1.6252900997623518,93,False,0
82,1,0,152,55,356,2,24,0,108,5,9,2,124,0,False,1.932678900327919,96,True,0
83,1,0,202,187,147,7,27,0,65,6,9,2,196,0,True,1.1050674593299301,96,False,0
84,1,0,145,236,1,7,30,0,192,2,7,0,179,1,False,1.2191625689066812,92,True,1
85,1,0,200,53,382,2,15,0,134,4,10,2,137,0,False,1.523720464255533,100,False,0
86,1,0,155,200,138,2,24,0,112,1,2,2,156,0,False,1.2013088495084454,98,False,1
87,1,0,102,106,65,1,20,0,156,4,2,0,82,1,False,1.2026752958653804,91,False,1
88,1,0,128,108,165,5,28,0,133,4,0,2,102,0,True,1.475938548711281,98,False,0
89,1,0,157,50,344,4,27,0,72,1,10,2,110,1,True,1.1090776607476869,91,True,0
90,1,0,247,143,77,8,27,0,84,4,6,0,94,1,False,1.4649556351891795,91,True,1
91,1,0,167,130,77,9,16,0,181,0,9,0,107,1,True,1.6785904826927205,93,False,0
92,1,0,216,213,325,2,25,0,146,0,4,2,115,0,False,1.94547532222888,97,True,0
93,1,0,98,173,375,9,15,0,168,1,3,2,146,0,True,1.6377497202815379,98,False,0
94,1,0,130,249,358,5,22,0,81,3,0,2,111,0,True,1.4605099643277324,98,True,0
95,1,0,128,162,290,4,22,0,169,2,9,2,155,1,True,1.0383474764330536,91,False,0
96,1,0,182,100,134,0,13,0,110,6,3,2,71,1,False,1.6881128506281176,95,False,0
97,1,0,71,148,129,6,28,0,173,1,3,2,196,1,False,1.7932855881739762,95,False,0
98,1,0,250,80,110,4,28,0,164,7,9,0,91,0,True,1.8156195848829226,97,True,0
99,1,0,183,147,395,10,27,0,79,10,0,2,109,0,False,1.2291360932963982,96,False,1
100,1,0,95,57,200,9,15,0,142,6,9,2,78,1,True,1.186195688974967,91,True,0
101,1,0,225,124,314,4,15,0,180,8,10,2,193,0,True,1.6811683999828437,100,False,0
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104,1,0,247,106,258,9,10,1,196,1,9,2,200,0,False,1.4957164866733499,100,True,1
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107,1,0,97,111,59,0,24,0,109,10,1,0,183,1,True,1.4595648209538106,95,False,0
108,1,0,128,120,12,9,14,0,134,4,0,0,108,0,True,1.0535726706804263,96,False,0
109,1,0,137,223,307,5,14,0,172,3,9,2,103,1,False,1.9183608590078798,92,False,0
110,1,0,214,132,344,4,14,0,129,6,1,2,122,0,False,1.864164895279496,97,True,0
111,1,0,197,63,365,4,19,0,125,1,4,2,108,0,False,1.6264534241184962,97,True,0
112,1,0,111,215,253,1,24,0,197,5,4,2,179,1,True,1.5004653882170698,92,False,0
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