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Models:
Raymond King
RaymondKing/
StrokeRiskPredictor
0
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[d6a21d]: / stroke_train_set.csv

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# gender age hypertension heart_disease ever_married work_type Residence_type avg_glucose_level bmi smoking_status stroke
1 Male 47.0 0 0 Yes Private Urban 63.98 26.8 smokes 0
2 Male 54.0 0 0 Yes Private Urban 86.26 35.1 formerly smoked 0
3 Female 3.0 0 0 No children Rural 68.34 18.0 Unknown 0
4 Female 62.0 0 0 Yes Private Rural 226.38 47.4 never smoked 0
5 Female 27.0 0 0 Yes Private Rural 85.6 21.4 Unknown 0
6 Male 39.0 0 0 Yes Private Urban 164.67 33.8 Unknown 0
7 Female 47.0 0 0 Yes Private Rural 195.04 45.5 never smoked 0
8 Male 1.8 0 0 No children Urban 153.31 17.1 Unknown 0
9 Male 41.0 0 0 Yes Private Urban 104.34 30.3 Unknown 0
10 Female 47.0 0 0 Yes Private Urban 68.48 21.3 never smoked 0
11 Female 44.0 0 0 Yes Private Rural 68.42 43.2 smokes 0
12 Female 51.0 0 0 Yes Govt_job Urban 86.25 29.0 never smoked 0
13 Female 31.0 0 0 No Govt_job Urban 80.88 29.3 formerly smoked 0
14 Male 26.0 0 0 Yes Private Rural 100.09 27.4 never smoked 0
15 Female 30.0 0 0 No Private Rural 93.88 24.0 formerly smoked 0
16 Female 50.0 0 0 Yes Self-employed Urban 121.14 22.8 never smoked 0
17 Female 32.0 0 0 Yes Private Urban 84.63 40.1 Unknown 0
18 Male 46.0 0 0 Yes Govt_job Urban 58.63 35.3 never smoked 0
19 Male 64.0 1 0 Yes Private Rural 91.85 31.8 formerly smoked 0
20 Female 51.0 0 0 Yes Govt_job Urban 81.38 34.1 smokes 0
21 Female 61.0 1 0 Yes Govt_job Urban 153.38 38.8 never smoked 0
22 Male 47.0 0 0 Yes Private Rural 91.05 31.1 formerly smoked 0
23 Male 8.0 0 0 No children Urban 84.6 18.4 Unknown 0
24 Female 80.0 1 0 Yes Private Urban 210.96 31.8 never smoked 0
25 Male 1.88 0 0 No children Rural 77.91 21.8 Unknown 0
26 Female 33.0 0 0 Yes Private Rural 131.28 25.1 never smoked 0
27 Male 13.0 0 0 No children Rural 137.45 18.2 Unknown 0
28 Male 48.0 0 0 Yes Private Urban 78.85 43.2 never smoked 0
29 Female 23.0 0 0 No Private Rural 63.73 25.6 smokes 0
30 Male 44.0 0 0 Yes Private Rural 119.01 29.5 never smoked 0
31 Female 61.0 0 0 Yes Self-employed Urban 69.88 27.1 never smoked 0
32 Female 3.0 0 0 No children Rural 77.87 18.3 Unknown 0
33 Male 37.0 0 0 No Private Urban 90.95 24.6 smokes 0
34 Female 81.0 0 0 Yes Private Rural 184.4 27.5 never smoked 1
35 Female 62.0 0 0 Yes Self-employed Urban 86.4 32.6 smokes 0
36 Female 61.0 0 0 Yes Private Urban 129.31 41.2 Unknown 0
37 Female 55.0 0 0 Yes Private Urban 64.45 26.7 never smoked 0
38 Male 57.0 0 0 Yes Private Rural 98.54 30.2 never smoked 0
39 Male 46.0 0 0 Yes Private Rural 78.44 23.9 never smoked 0
40 Male 12.0 0 0 No children Urban 97.35 37.3 Unknown 0
41 Female 13.0 0 0 No Private Urban 62.57 20.9 Unknown 0
42 Female 46.0 1 0 Yes Private Rural 81.58 36.2 never smoked 0
43 Female 39.0 0 0 No Govt_job Rural 87.33 34.3 never smoked 0
44 Female 14.0 0 0 No children Rural 116.49 30.3 never smoked 0
45 Female 35.0 1 0 Yes Private Urban 94.2 34.4 smokes 0
46 Female 41.0 0 0 Yes Private Rural 102.39 40.4 formerly smoked 0
47 Male 31.0 0 0 Yes Govt_job Rural 91.65 24.6 formerly smoked 0
48 Female 59.0 0 0 Yes Self-employed Rural 115.68 27.1 Unknown 0
49 Male 50.0 0 0 Yes Private Rural 119.77 23.5 Unknown 0
50 Female 50.0 0 0 Yes Govt_job Urban 82.37 30.7 never smoked 0
51 Female 43.0 0 0 Yes Private Rural 97.55 28.3 formerly smoked 0
52 Female 53.0 0 0 Yes Self-employed Urban 81.51 28.5 Unknown 0
53 Male 71.0 0 1 Yes Private Urban 70.71 30.1 never smoked 0
54 Male 0.16 0 0 No children Urban 114.71 17.4 Unknown 0
55 Female 29.0 0 0 Yes Private Urban 112.08 27.4 never smoked 0
56 Male 18.0 0 0 No Private Rural 103.94 23.3 never smoked 0
57 Male 51.0 1 0 Yes Private Rural 163.56 formerly smoked 0
58 Male 21.0 0 0 No Private Rural 105.47 26.2 never smoked 0
59 Male 43.0 0 0 Yes Private Rural 207.37 29.5 formerly smoked 0
60 Female 53.0 1 0 Yes Private Urban 87.03 55.2 formerly smoked 0
61 Female 12.0 0 0 No children Rural 80.89 20.1 Unknown 0
62 Male 18.0 0 0 No Private Rural 143.45 32.0 smokes 0
63 Female 64.0 0 0 Yes Govt_job Urban 77.68 31.4 never smoked 0
64 Male 33.0 0 0 Yes Private Urban 85.27 25.8 Unknown 0
65 Male 17.0 0 0 No Govt_job Urban 123.04 29.6 never smoked 0
66 Female 50.0 0 0 Yes Self-employed Urban 62.63 23.4 never smoked 0
67 Male 20.0 0 0 No Private Rural 64.6 27.3 Unknown 0
68 Male 75.0 0 1 No Private Rural 201.76 30.2 formerly smoked 0
69 Female 82.0 0 0 Yes Self-employed Urban 113.45 30.3 never smoked 0
70 Female 36.0 0 0 Yes Private Rural 90.22 28.7 formerly smoked 0
71 Female 42.0 0 0 Yes Private Rural 84.86 22.8 Unknown 0
72 Female 24.0 0 0 No Private Urban 86.35 32.7 never smoked 0
73 Female 56.0 0 0 Yes Private Urban 144.33 29.2 never smoked 0
74 Male 48.0 0 0 Yes Self-employed Urban 99.67 23.3 formerly smoked 0
75 Female 68.0 0 0 Yes Govt_job Urban 228.05 51.9 Unknown 0
76 Female 49.0 0 0 Yes Private Rural 73.48 33.0 never smoked 0
77 Female 66.0 0 0 Yes Govt_job Rural 93.34 27.7 never smoked 0
78 Male 13.0 0 0 No children Urban 65.51 25.9 Unknown 0
79 Female 31.0 0 0 No Private Urban 102.39 22.9 smokes 0
80 Female 52.0 0 0 Yes Self-employed Rural 59.62 50.8 Unknown 0
81 Female 63.0 0 0 Yes Govt_job Rural 79.92 smokes 0
82 Male 40.0 0 0 Yes Self-employed Rural 169.74 31.9 never smoked 0
83 Female 52.0 0 0 Yes Private Urban 82.24 54.7 formerly smoked 0
84 Female 2.0 0 0 No children Urban 82.3 18.8 Unknown 0
85 Female 70.0 0 1 Yes Private Rural 239.07 26.1 never smoked 1
86 Female 60.0 1 0 No Private Urban 96.0 44.5 smokes 0
87 Female 19.0 0 0 No Private Urban 90.57 24.2 Unknown 0
88 Male 2.0 0 0 No children Rural 75.69 17.7 Unknown 0
89 Female 46.0 0 0 Yes Govt_job Urban 56.89 23.8 smokes 0
90 Female 56.0 0 0 Yes Private Urban 185.17 40.4 formerly smoked 1
91 Female 73.0 0 0 Yes Govt_job Urban 219.53 40.9 never smoked 0
92 Female 79.0 0 0 Yes Private Urban 97.73 21.5 smokes 1
93 Female 60.0 0 0 Yes Self-employed Urban 203.04 smokes 0
94 Male 73.0 0 0 Yes Self-employed Rural 101.25 29.4 formerly smoked 0
95 Male 8.0 0 0 No children Urban 78.76 Unknown 0
96 Male 69.0 0 0 Yes Self-employed Urban 78.48 25.8 formerly smoked 0
97 Male 81.0 0 0 Yes Self-employed Urban 61.1 27.6 smokes 0
98 Male 81.0 0 0 Yes Private Urban 213.22 26.1 Unknown 1
99 Female 45.0 0 0 Yes Private Rural 81.02 39.0 never smoked 0
100 Male 27.0 0 0 No Private Urban 72.61 38.5 never smoked 0