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
32
2
1
1
2
2
2
1
2
1
2
2
1
1
NO
F
65
2
1
1
1
1
1
2
1
1
2
2
1
2
YES
F
52
2
1
1
1
2
1
2
2
1
1
1
1
2
YES
F
67
2
1
1
2
2
1
1
2
1
2
1
1
1
YES
M
70
2
1
2
2
2
2
2
1
2
2
1
1
2
YES
M
41
1
2
2
1
2
1
2
1
1
1
2
1
2
YES
F
42
1
2
2
2
1
2
1
2
1
1
1
1
2
YES
F
67
2
2
2
1
2
1
2
2
1
1
1
2
2
NO
F
52
2
1
2
1
1
1
2
1
2
1
2
1
1
YES
F
55
1
1
2
1
1
2
2
1
2
2
1
2
1
NO
F
68
2
1
2
1
1
1
2
1
2
1
1
1
1
YES
M
79
2
2
1
2
2
1
2
1
1
1
2
1
2
YES
M
40
1
1
2
2
2
2
1
2
1
2
1
1
1
NO
M
66
2
1
1
1
2
1
2
1
1
2
2
2
1
NO
F
53
1
2
2
1
1
2
2
1
2
2
1
2
2
YES
M
30
1
2
2
1
1
1
2
2
2
1
2
2
1
YES
F
52
2
2
1
2
1
2
1
1
2
1
2
1
2
YES
M
34
2
2
2
2
1
1
2
2
2
2
1
1
1
NO
M
37
1
1
1
2
2
1
2
2
1
1
1
1
1
NO
F
35
2
1
1
1
2
1
1
2
2
1
1
1
1
NO
F
78
1
2
1
1
1
1
1
2
2
2
1
2
2
YES
F
67
1
2
2
2
1
1
1
1
1
1
2
1
2
YES
F
55
2
1
1
1
2
2
2
1
1
2
1
2
2
YES
F
34
2
2
2
1
1
1
2
2
1
2
1
1
2
NO
M
58
2
1
2
2
1
2
1
2
1
1
2
2
1
NO
F
66
1
1
1
2
1
1
2
2
2
1
2
2
1
YES
M
38
2
1
2
2
2
2
2
2
1
2
1
1
1
NO
F
67
2
1
1
2
1
2
2
2
1
2
1
2
2
YES
F
74
1
1
1
1
1
1
2
2
2
2
2
2
2
NO
F
75
2
2
1
1
2
1
2
2
1
2
2
1
1
NO
F
32
1
1
2
1
1
2
2
1
1
1
1
1
2
YES
M
40
2
2
1
2
2
1
2
1
1
2
2
2
1
YES
M
77
2
1
1
1
1
2
2
2
2
1
2
1
1
YES
M
48
2
1
2
1
1
2
1
2
2
2
2
2
2
NO
F
51
2
1
1
2
1
2
2
1
1
2
2
1
2
NO
F
52
2
1
1
1
1
2
2
1
1
2
2
2
2
NO
M
69
2
1
2
1
1
2
2
2
1
1
1
1
1
NO
F
69
1
2
2
2
1
1
2
1
1
1
1
2
2
NO
F
67
1
2
2
2
2
1
1
1
1
1
1
2
2
YES
F
33
1
2
2
2
2
2
1
1
2
2
2
1
1
YES
M
31
1
2
2
2
1
2
1
1
2
1
2
2
2
YES
M
48
1
1
2
1
2
2
2
2
2
2
1
2
2
NO
F
76
2
2
2
1
2
2
1
2
1
2
2
1
1
NO
F
80
1
1
1
2
1
1
2
1
1
1
1
2
2
NO
F
30
1
1
2
1
1
2
1
2
2
1
2
1
2
YES
M
44
1
1
2
2
2
2
1
2
2
2
2
1
2
NO
F
59
1
2
2
1
2
1
1
1
2
1
2
1
1
YES
F
66
1
2
1
2
2
2
2
1
1
2
2
1
2
YES
F
71
2
1
2
1
2
2
1
1
1
1
2
1
2
YES
F
37
1
1
2
2
1
1
1
1
1
1
1
2
2
NO
F
78
1
2
2
1
2
2
2
2
1
2
2
2
2
YES
M
58
2
2
1
2
1
1
2
2
2
1
1
1
1
NO
F
72
2
1
2
2
1
2
1
2
2
1
2
2
2
YES
M
53
2
2
1
1
1
2
1
1
1
2
2
2
2
NO
F
59
1
1
1
2
1
2
2
1
1
1
2
2
1
NO
F
35
2
1
1
1
2
1
1
2
2
2
1
2
2
YES
M
49
1
1
2
1
1
2
1
1
1
2
2
1
1
YES
M
33
1
1
1
2
2
2
2
2
2
1
1
1
1
NO
M
54
2
1
2
2
2
1
2
1
2
2
1
2
1
YES
M
31
2
1
1
1
2
1
2
1
2
1
2
2
2
YES
F
37
2
2
1
1
1
1
2
1
1
2
1
2
2
NO
M
54
2
1
1
2
2
2
1
1
2
1
1
1
2
NO
M
35
1
2
1
2
1
2
2
1
1
1
2
1
2
NO
F
59
2
2
1
2
1
2
2
2
1
1
1
1
2
NO
F
61
1
2
2
1
1
2
2
1
2
1
1
1
2
YES
F
35
2
2
1
2
1
1
1
2
2
1
1
1
1
YES
M
48
2
1
1
2
2
2
1
1
2
2
2
1
1
YES
M
67
2
2
2
2
1
2
2
1
1
2
1
2
2
YES
M
47
1
1
2
1
1
1
2
1
1
1
1
2
1
NO
M
56
1
1
1
1
1
2
2
1
2
1
2
2
2
YES
M
72
1
1
1
2
2
2
2
2
2
2
1
2
1
YES
M
63
2
1
1
1
1
2
1
2
2
2
1
2
1
YES
F
33
2
2
2
2
2
1
2
2
1
1
2
2
2
YES
M
47
2
2
1
1
1
1
1
2
2
2
1
1
2
NO
F
63
1
1
1
1
2
1
1
2
1
1
1
2
1
NO
M
40
2
2
2
1
1
2
2
1
2
1
2
2
1
NO
F
75
1
1
2
2
1
2
2
2
1
1
2
2
1
YES
F
54
2
2
1
2
1
2
1
1
1
2
2
1
1
NO
F
46
2
1
1
1
2
2
2
1
1
2
2
1
1
NO
F
70
2
1
1
2
2
2
2
1
2
1
2
1
2
NO
F
33
1
2
2
1
2
1
1
1
2
1
1
2
1
YES
F
71
2
2
2
2
1
1
1
2
1
1
2
1
1
YES
M
64
1
1
2
2
2
1
1
2
2
1
1
1
2
NO
F
42
1
1
2
1
1
2
2
1
1
2
2
1
2
YES
M
73
1
2
1
1
2
1
1
2
2
1
2
2
2
YES
M
62
1
1
1
2
2
2
2
2
2
1
1
2
2
NO
M
74
2
2
1
1
1
1
2
2
2
1
2
1
1
YES
M
31
2
1
2
1
1
2
1
1
2
1
1
1
2
YES
M
33
1
2
1
2
2
2
2
2
1
2
1
2
2
YES
M
62
1
1
1
1
2
2
1
2
1
2
1
2
2
YES
F
61
1
2
1
1
2
2
1
1
1
1
1
2
1
NO
M
48
2
2
2
1
1
1
2
1
2
2
1
2
2
YES
M
50
2
2
1
2
2
2
2
2
1
2
1
2
2
NO
F
33
2
2
2
2
1
1
1
2
2
2
2
2
1
NO
F
34
1
2
1
1
2
2
2
1
1
2
2
2
2
YES
M
40
2
1
1
2
1
2
2
2
2
1
1
2
1
YES
F
30
1
2
1
1
2
2
2
2
1
1
2
1
2
YES
F
80
1
1
1
1
2
2
2
1
1
1
1
1
1
YES
M
32
2
1
1
1
2
1
2
1
1
2
1
1
1
YES
F
80
1
1
1
2
2
2
1
2
1
1
2
2
2
YES