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Datasets:
Sangjeong
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TestData

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GENDER
stringclasses
2 values
AGE
int64
21
87
SMOKING
int64
1
2
YELLOW_FINGERS
int64
1
2
ANXIETY
int64
1
2
PEER_PRESSURE
int64
1
2
CHRONIC DISEASE
int64
1
2
FATIGUE
int64
1
2
ALLERGY
int64
1
2
WHEEZING
int64
1
2
ALCOHOL CONSUMING
int64
1
2
COUGHING
int64
1
2
SHORTNESS OF BREATH
int64
1
2
SWALLOWING DIFFICULTY
int64
1
2
CHEST PAIN
int64
1
2
LUNG_CANCER
stringclasses
2 values
M
69
1
2
2
1
1
2
1
2
2
2
2
2
2
YES
M
74
2
1
1
1
2
2
2
1
1
1
2
2
2
YES
F
59
1
1
1
2
1
2
1
2
1
2
2
1
2
NO
M
63
2
2
2
1
1
1
1
1
2
1
1
2
2
NO
F
63
1
2
1
1
1
1
1
2
1
2
2
1
1
NO
F
75
1
2
1
1
2
2
2
2
1
2
2
1
1
YES
M
52
2
1
1
1
1
2
1
2
2
2
2
1
2
YES
F
51
2
2
2
2
1
2
2
1
1
1
2
2
1
YES
F
68
2
1
2
1
1
2
1
1
1
1
1
1
1
NO
M
53
2
2
2
2
2
1
2
1
2
1
1
2
2
YES
F
61
2
2
2
2
2
2
1
2
1
2
2
2
1
YES
M
72
1
1
1
1
2
2
2
2
2
2
2
1
2
YES
F
60
2
1
1
1
1
2
1
1
1
1
2
1
1
NO
M
58
2
1
1
1
1
2
2
2
2
2
2
1
2
YES
M
69
2
1
1
1
1
1
2
2
2
2
1
1
2
NO
F
48
1
2
2
2
2
2
2
2
1
2
2
2
1
YES
M
75
2
1
1
1
2
1
2
2
2
2
2
1
2
YES
M
57
2
2
2
2
2
1
1
1
2
1
1
2
2
YES
F
68
2
2
2
2
2
2
1
1
1
2
2
1
1
YES
F
61
1
1
1
1
2
2
1
1
1
1
2
1
1
NO
F
44
2
2
2
2
2
2
1
1
1
1
2
2
1
YES
F
64
1
2
2
2
1
1
2
2
1
2
1
2
1
YES
F
21
2
1
1
1
2
2
2
1
1
1
2
1
1
NO
M
60
2
1
1
1
1
2
2
2
2
2
2
1
2
YES
M
72
2
2
2
2
2
1
2
2
2
2
1
2
2
YES
M
65
1
2
2
1
1
2
1
2
2
2
2
2
2
YES
F
61
2
2
2
1
1
2
2
1
2
1
2
2
2
YES
M
69
1
1
1
2
1
2
1
2
1
2
2
1
2
NO
F
53
2
2
2
1
2
1
1
2
2
1
2
2
2
YES
M
55
1
2
1
1
1
2
1
2
2
2
2
1
1
NO
F
57
2
2
1
1
1
1
1
1
1
1
2
1
1
NO
M
62
2
1
2
1
1
1
2
2
2
1
2
2
2
YES
M
56
2
2
2
1
1
1
1
1
1
1
2
2
1
NO
F
67
2
2
2
1
2
1
1
1
1
1
2
2
2
YES
M
59
1
2
2
1
1
1
1
1
1
1
1
2
2
NO
F
59
2
2
2
1
2
1
1
1
1
1
2
2
1
YES
M
60
1
2
1
1
2
1
1
2
1
2
2
1
2
YES
F
56
1
1
1
1
2
1
1
2
1
1
2
2
1
NO
M
56
2
1
1
1
2
1
1
2
1
1
2
1
2
YES
M
60
2
1
1
1
2
1
2
2
2
2
1
1
2
YES
M
68
2
1
2
1
1
2
2
1
2
2
2
1
2
YES
M
63
1
1
1
2
1
2
2
2
2
1
1
2
1
YES
F
77
1
2
2
2
2
2
1
2
2
1
1
1
1
YES
M
52
2
1
1
2
1
2
2
2
2
1
2
1
2
YES
F
70
2
2
1
2
2
1
1
1
2
2
1
2
1
YES
M
72
2
2
2
2
2
2
1
2
2
2
2
2
2
YES
M
62
2
2
1
1
2
1
2
1
1
2
2
2
2
YES
F
64
2
2
1
2
1
2
1
2
2
2
1
2
2
YES
F
70
1
1
2
2
2
2
2
2
2
1
2
2
2
YES
M
60
1
1
2
2
2
1
1
1
2
1
1
1
1
NO
F
56
1
1
1
2
2
2
2
2
2
1
1
1
2
YES
M
63
2
2
2
1
2
2
2
2
1
1
2
1
1
YES
F
54
2
1
1
2
1
2
2
2
2
2
1
2
2
YES
M
49
2
1
1
2
2
2
2
2
2
2
2
2
2
YES
F
57
1
2
1
2
2
2
2
1
2
2
1
1
1
YES
M
52
1
2
2
1
2
1
2
2
2
2
1
2
1
YES
F
63
1
2
1
2
1
2
1
1
1
2
2
1
2
YES
M
73
1
1
1
1
2
1
2
1
2
2
2
2
2
YES
M
47
1
2
1
2
2
2
1
2
1
1
2
2
2
YES
M
69
2
2
2
2
1
2
2
1
2
2
2
1
2
YES
M
70
1
2
1
2
2
2
2
2
2
2
1
2
2
YES
F
60
1
2
2
1
1
1
1
1
1
2
1
1
1
NO
M
70
1
2
1
2
1
2
2
2
2
2
1
1
1
YES
F
68
1
1
2
1
2
1
2
2
2
1
1
2
1
YES
M
74
1
2
1
2
1
2
2
2
2
2
2
1
2
YES
F
71
2
2
2
2
2
2
1
2
1
2
1
2
2
YES
F
56
1
2
1
1
2
2
2
2
1
2
2
1
2
YES
M
66
2
1
1
1
1
2
1
2
2
2
2
1
1
YES
F
76
2
2
2
2
1
2
2
1
1
1
2
2
2
YES
F
78
2
2
2
2
1
2
1
2
1
2
2
2
1
YES
M
68
2
2
2
2
1
1
2
1
2
1
1
2
2
YES
F
66
2
2
2
2
1
2
1
2
1
2
2
2
1
YES
M
67
1
1
1
1
2
2
2
2
2
2
2
1
2
YES
F
60
2
1
1
1
2
2
1
1
1
1
2
1
1
YES
M
61
2
1
1
1
1
2
2
2
2
2
2
1
2
YES
M
58
2
1
1
1
1
1
2
2
2
2
1
1
1
YES
F
76
1
2
2
2
2
2
2
2
1
2
2
2
2
YES
M
56
2
1
1
1
1
2
2
2
2
2
2
1
2
YES
M
67
2
2
2
2
2
1
1
1
2
1
1
2
2
YES
F
73
2
2
2
2
1
2
1
1
1
2
2
2
2
YES
F
58
1
1
1
1
1
2
1
1
1
1
2
1
1
NO
F
54
2
2
2
2
2
2
1
1
1
1
2
2
1
YES
F
62
2
2
2
2
2
1
2
2
2
1
1
2
2
YES
F
81
1
1
1
2
2
1
2
1
2
2
2
1
1
YES
M
56
1
1
1
1
2
2
2
1
2
2
2
1
2
YES
M
60
1
2
2
1
1
1
1
2
2
2
2
2
1
YES
M
66
1
2
2
1
2
1
2
1
2
2
2
1
2
YES
M
62
1
2
2
1
1
2
1
2
1
1
1
2
2
YES
F
62
2
2
2
1
2
1
2
1
2
1
1
1
1
YES
F
55
2
1
1
2
2
2
2
2
2
1
1
2
2
YES
F
62
1
1
1
2
1
1
1
2
2
1
1
2
2
YES
F
71
1
1
1
1
2
2
2
1
1
2
2
1
2
YES
M
52
2
1
1
1
2
2
2
2
2
1
1
2
2
YES
F
59
1
2
2
2
2
1
2
2
2
2
2
2
1
YES
M
48
2
1
1
1
2
2
2
1
2
2
2
2
2
YES
M
60
1
2
2
2
1
2
1
1
1
1
1
2
2
YES
F
61
2
2
2
1
1
1
2
1
2
2
2
1
2
YES
M
59
2
1
1
2
1
1
1
1
2
2
2
1
1
YES
M
64
1
2
2
2
1
2
2
1
1
2
1
2
1
YES
M
56
2
1
1
1
1
2
2
2
2
2
2
1
2
YES
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