GENDER
string
AGE
int64
SMOKING
int64
YELLOW_FINGERS
int64
ANXIETY
int64
PEER_PRESSURE
int64
CHRONIC_DISEASE
int64
FATIGUE
int64
ALLERGY
int64
WHEEZING
int64
ALCOHOL_CONSUMING
int64
COUGHING
int64
SHORTNESS_OF_BREATH
int64
SWALLOWING_DIFFICULTY
int64
CHEST_PAIN
int64
LUNG_CANCER
string
M
67
2
1
2
1
1
2
2
2
1
2
2
1
2
NO
M
75
1
1
2
1
1
1
2
2
1
1
1
2
1
YES
M
51
1
2
2
1
2
2
1
2
2
1
1
2
2
YES
F
53
2
2
2
2
2
2
1
1
2
2
2
1
1
YES
F
70
1
1
2
2
1
1
2
2
2
1
1
1
2
YES
M
61
1
2
2
2
2
1
2
2
2
1
1
2
1
YES
F
31
1
2
2
1
2
2
1
1
2
1
2
2
1
YES
M
60
1
1
1
2
1
1
1
2
2
2
2
1
1
YES
F
63
2
2
1
1
2
2
2
1
1
2
1
2
2
YES
M
41
2
2
2
1
1
2
1
2
1
2
2
1
2
NO
M
78
2
2
1
1
1
2
2
1
2
2
2
1
2
NO
M
65
1
2
2
2
2
1
1
2
1
2
1
2
2
YES
M
62
1
2
1
2
2
1
2
2
1
1
1
2
2
NO
F
37
1
2
2
1
1
1
1
2
1
2
2
2
2
NO
M
69
1
1
1
2
1
2
1
1
1
1
2
2
1
YES
F
59
1
2
1
2
1
2
2
1
1
2
1
2
2
NO
F
69
1
2
1
1
1
1
1
2
2
1
1
2
2
NO
M
39
2
2
2
1
2
2
1
2
1
2
1
2
1
NO
M
69
2
2
2
2
2
1
2
1
1
2
1
2
1
YES
M
32
1
2
2
1
1
2
1
2
2
2
2
1
1
YES
M
35
2
2
1
1
2
1
2
2
1
2
1
2
2
NO
F
63
1
2
2
1
2
1
2
1
1
2
1
2
2
YES
M
79
2
1
2
1
2
2
1
1
1
2
2
1
2
YES
M
62
1
2
1
2
1
2
2
1
1
1
1
2
2
YES
M
63
1
1
2
2
2
1
1
1
1
1
2
2
1
YES
M
43
2
1
2
2
1
2
1
2
2
2
2
2
2
NO
F
67
2
1
1
2
2
2
1
1
2
2
2
2
1
YES
F
65
2
1
2
1
1
2
1
1
2
2
1
2
1
YES
M
43
1
2
2
2
2
1
1
1
2
1
2
1
2
YES
F
45
2
2
1
1
2
2
1
2
1
2
1
1
2
NO
M
73
2
1
1
2
1
1
2
1
1
1
2
2
1
YES
F
36
2
2
1
2
2
1
1
2
2
2
2
2
2
NO
F
67
1
2
2
2
2
2
2
1
2
2
1
2
1
YES
F
77
2
1
2
2
2
2
2
1
1
2
1
1
2
NO
F
48
2
1
1
1
1
2
1
1
1
2
2
2
2
NO
M
51
1
1
1
2
1
2
1
2
1
1
2
2
2
YES
F
37
1
1
1
2
1
2
1
2
2
1
1
1
1
YES
F
80
1
2
2
1
2
2
2
2
1
2
2
2
2
NO
M
75
1
1
2
1
2
1
1
1
1
1
2
1
1
NO
F
75
1
1
2
2
1
1
1
2
2
1
2
1
1
NO
F
53
1
2
1
2
1
2
1
2
1
1
1
1
2
NO
F
56
1
2
1
2
2
1
1
1
1
2
1
1
1
YES
F
55
2
2
1
2
2
2
2
2
1
2
1
2
2
NO
F
71
2
1
2
2
2
2
1
2
1
2
2
1
1
YES
F
80
2
2
1
2
2
1
2
1
1
1
1
2
1
NO
F
36
1
2
2
1
1
2
1
2
1
1
2
2
2
YES
F
63
1
2
2
1
2
1
1
2
1
2
2
2
1
YES
M
43
1
1
2
1
2
1
1
2
2
2
2
1
2
NO
M
63
2
2
1
1
1
2
2
2
2
2
2
2
1
YES
F
57
1
2
2
2
1
2
2
2
1
2
1
2
2
NO
F
72
1
1
2
1
2
2
2
1
2
1
2
1
2
YES
F
68
2
1
1
1
2
1
1
2
2
1
1
1
1
NO
M
64
2
2
1
1
2
1
1
1
2
2
1
2
1
YES
F
48
1
2
1
1
1
1
1
2
2
2
2
2
1
NO
F
53
1
2
1
1
1
1
1
1
2
2
2
1
1
YES
M
45
1
1
1
2
2
1
2
2
1
2
2
1
2
NO
M
80
1
1
2
2
1
2
2
2
1
2
2
2
2
YES
M
54
1
1
1
2
2
2
1
2
2
1
2
1
1
YES
F
42
2
2
2
1
1
2
2
1
1
2
2
1
1
NO
F
78
2
2
2
2
1
2
2
1
2
1
1
1
2
NO
F
31
1
2
1
2
1
2
2
2
1
2
2
2
1
YES
M
73
1
1
2
1
1
1
2
1
2
2
2
2
1
YES
M
80
1
1
2
2
1
2
1
1
1
2
1
1
2
YES
F
43
1
1
2
2
2
2
2
2
1
1
1
2
1
NO
F
50
1
1
2
2
1
2
1
2
2
1
2
1
2
NO
M
47
1
2
2
2
2
1
1
2
1
1
1
2
1
YES
M
42
2
1
1
1
1
2
1
1
2
2
1
1
2
YES
M
80
1
1
1
2
1
2
1
2
2
1
1
2
2
NO
F
60
1
1
2
2
1
2
1
1
2
2
1
1
1
YES
M
41
2
2
1
2
2
2
2
1
2
1
2
1
1
YES
M
53
1
1
1
1
2
2
2
2
1
1
1
1
1
YES
F
42
1
1
1
1
1
2
1
1
2
2
2
1
1
YES
F
41
2
2
2
2
2
1
1
2
1
2
2
1
2
NO
F
48
1
1
1
2
1
1
2
2
1
2
1
1
1
YES
F
36
2
1
2
1
2
2
1
2
2
2
1
2
2
YES
M
70
2
2
1
2
2
1
1
1
1
2
2
1
1
YES
M
78
1
1
1
1
1
2
1
2
1
2
1
2
1
YES
M
47
2
2
1
1
2
2
2
2
1
2
1
1
1
YES
M
30
2
1
1
2
1
1
2
2
1
2
2
1
2
YES
M
76
1
1
2
2
1
2
1
1
1
1
2
2
2
YES
F
64
1
1
2
1
2
1
1
1
1
2
1
1
2
NO
F
37
1
2
1
1
2
2
2
2
1
2
1
2
2
YES
M
38
2
2
2
1
2
1
1
1
1
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1
1
1
YES
M
44
1
2
2
2
1
2
1
2
1
2
2
1
1
NO
F
45
1
1
2
1
1
1
1
1
1
1
2
2
1
NO
F
40
2
1
2
1
1
2
2
2
1
1
1
2
1
NO
F
39
1
2
2
2
1
1
2
2
1
2
1
1
1
NO
M
54
2
2
1
2
2
2
2
2
1
2
1
2
2
NO
M
52
1
1
2
1
1
2
2
2
2
2
1
2
2
YES
F
36
1
1
2
2
1
1
1
2
1
1
1
2
1
YES
M
63
2
1
2
2
2
2
2
1
1
1
1
1
1
YES
F
36
2
1
1
2
2
2
1
1
1
1
1
1
2
NO
M
36
2
1
1
2
2
1
1
2
1
2
2
2
2
NO
M
64
2
1
2
1
2
1
1
2
2
2
2
2
2
YES
F
53
1
2
1
1
1
1
2
1
1
1
1
1
2
NO
F
72
1
1
1
2
2
2
2
1
2
1
2
1
1
YES
M
55
2
2
1
2
1
2
2
2
1
1
2
1
1
YES
F
48
1
1
1
1
1
2
2
2
2
1
1
1
1
YES
M
47
1
1
2
2
2
1
2
1
1
2
1
1
1
NO
F
59
1
1
2
1
1
2
1
1
1
1
2
1
2
NO