Datasets:
nateraw
/
lung-cancer

Dataset card Viewer Files Community
1
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
F
63
1
1
1
2
1
1
1
2
2
1
1
2
2
YES
F
60
1
1
1
1
2
2
2
1
1
2
2
1
2
YES
M
74
2
1
1
1
2
2
2
2
2
1
1
2
2
YES
F
65
1
2
2
2
2
1
2
2
2
2
2
2
1
YES
M
79
2
1
1
1
2
2
2
1
2
2
2
2
2
YES
M
62
1
2
2
2
1
2
1
1
1
1
1
2
2
YES
F
71
2
2
2
1
1
1
2
1
2
2
2
1
2
YES
M
63
2
1
1
2
1
1
1
1
1
2
2
1
1
NO
M
67
1
2
2
2
1
2
2
1
1
2
1
2
1
YES
M
55
2
1
1
1
1
2
2
2
2
2
2
1
2
YES
M
54
2
1
1
1
1
1
2
2
2
2
1
1
1
YES
F
77
1
2
2
2
2
2
2
2
1
2
2
2
2
YES
M
58
2
1
1
1
1
2
2
2
2
2
2
1
2
YES
M
64
2
2
2
2
2
1
1
1
2
1
1
2
2
YES
F
61
2
2
2
2
1
2
1
1
1
2
2
2
2
YES
F
62
1
1
1
1
2
2
1
1
1
1
2
1
1
NO
F
67
2
2
2
2
2
2
1
1
1
1
2
2
1
YES
F
56
2
2
2
2
2
1
2
2
2
1
1
2
2
YES
F
70
1
1
1
2
2
1
2
1
2
2
2
1
1
YES
M
70
1
1
1
1
2
2
2
1
2
2
2
1
2
YES
F
57
1
1
2
2
2
2
2
2
2
1
2
2
2
YES
M
61
1
1
2
2
2
1
1
1
2
1
1
1
1
NO
F
77
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
62
2
1
1
2
1
2
2
2
2
2
1
2
2
YES
M
59
2
1
1
2
2
2
2
2
2
2
2
2
2
YES
F
70
1
2
1
2
2
2
2
1
2
2
1
1
1
YES
M
71
1
2
2
1
2
1
2
2
2
2
1
2
1
YES
F
56
1
2
1
2
1
2
1
1
1
2
2
1
2
YES
M
57
1
1
1
1
2
1
2
1
2
2
2
2
2
YES
M
78
1
2
1
2
2
2
1
2
1
1
2
2
2
YES
M
64
2
2
2
2
1
2
2
1
2
2
2
1
2
YES
M
62
1
2
1
2
2
2
2
2
2
2
1
2
2
YES
F
49
1
2
2
1
1
1
1
1
1
2
1
1
1
YES
M
77
1
2
1
2
1
2
2
2
2
2
1
1
1
YES
F
64
1
1
2
1
2
1
2
2
2
1
1
2
1
YES
M
63
1
2
1
2
1
2
2
2
2
2
2
1
2
YES
F
54
2
2
2
2
2
2
1
2
1
2
1
2
2
YES
F
38
1
2
1
1
2
2
2
2
1
2
2
1
2
YES
F
75
1
2
2
2
1
1
2
2
1
2
1
2
1
YES
F
70
2
1
1
2
2
1
2
1
1
1
2
1
1
YES
M
59
2
1
1
1
1
2
2
2
2
2
2
1
2
YES
M
77
2
2
2
1
2
1
2
2
1
1
1
2
2
YES
M
61
1
1
2
1
2
2
1
2
2
2
2
2
1
YES
F
64
2
2
2
1
1
2
2
1
1
1
2
1
2
YES
M
59
1
1
1
2
1
2
1
2
1
1
2
1
2
NO
F
71
2
2
2
1
2
1
1
2
2
1
2
2
2
YES
M
67
1
2
1
1
1
2
1
2
2
2
2
1
1
YES
F
64
2
2
1
2
2
2
2
2
1
2
2
1
1
YES
M
68
2
1
2
1
1
2
1
1
1
1
1
1
1
NO
M
69
2
2
2
2
1
2
2
1
1
1
2
2
1
YES
F
64
2
2
2
2
2
2
2
2
1
2
2
2
2
YES
M
59
1
2
2
2
2
1
2
1
2
1
1
2
2
YES
F
67
2
2
2
2
1
2
1
2
1
2
2
2
1
YES
M
74
1
2
1
1
2
2
2
2
2
2
2
1
2
YES
F
77
1
1
1
2
2
2
1
1
2
2
2
2
1
YES
M
60
2
1
1
1
1
2
2
2
2
2
2
1
2
YES
M
64
2
1
1
1
1
1
2
2
2
2
1
1
2
YES
M
70
2
1
2
1
1
2
2
1
2
2
2
1
2
YES
M
58
1
1
1
2
1
2
2
2
2
1
1
2
1
YES
F
59
1
2
2
2
2
2
1
2
2
1
1
1
1
YES
M
39
2
1
1
2
1
2
2
2
2
1
2
1
2
YES
F
67
1
2
1
1
1
1
1
2
1
2
2
1
1
NO
F
71
1
2
1
1
2
2
2
2
1
2
2
1
1
YES
M
70
2
1
1
1
1
2
1
2
2
2
2
1
2
YES
F
60
2
2
2
2
1
2
2
1
1
1
2
2
1
YES
F
55
2
1
2
1
1
2
1
1
1
1
1
1
1
NO
M
60
2
2
2
2
2
1
2
1
2
1
1
2
2
YES
F
55
2
2
2
2
2
2
1
2
1
2
2
2
1
YES
M
55
1
1
1
1
2
2
2
2
2
2
2
1
2
YES
F
70
2
1
1
1
1
2
1
1
1
1
2
1
1
NO
M
63
2
1
1
1
1
2
2
2
2
2
2
1
2
YES
M
64
2
1
1
1
1
1
2
2
2
2
1
1
2
NO
F
59
1
2
2
2
2
2
2
2
1
2
2
2
1
YES
M
56
2
1
1
1
2
1
2
2
2
2
2
1
2
YES
M
64
2
2
2
2
2
1
1
1
2
1
1
2
2
YES
F
62
2
2
2
2
2
2
1
1
1
2
2
1
1
YES
F
87
1
1
1
1
2
2
1
1
1
1
2
1
1
NO
F
77
2
2
2
2
2
2
1
1
1
1
2
2
1
YES
F
59
1
2
2
2
1
1
2
2
1
2
1
2
1
YES
F
59
2
1
1
1
2
2
2
1
1
1
2
1
1
NO
M
55
2
1
1
1
1
2
2
1
1
1
2
1
2
NO
M
46
1
2
2
1
1
1
1
1
1
1
1
2
2
NO
M
60
1
2
2
1
1
2
1
2
2
2
2
2
2
YES
M
58
2
2
2
2
2
1
1
1
2
1
1
2
2
YES
F
58
2
2
2
2
1
2
1
1
1
2
2
2
1
YES
F
63
1
1
1
1
2
2
1
1
1
1
2
1
1
NO
F
51
2
2
2
2
1
2
1
1
1
1
2
2
1
YES
F
61
1
2
2
2
1
1
2
2
1
2
1
2
1
YES
F
61
2
1
1
1
2
2
2
1
1
1
2
1
1
YES
M
76
2
1
1
1
1
2
2
2
2
2
2
1
2
YES
M
71
2
2
2
1
2
1
2
2
2
2
1
2
2
YES
M
69
1
1
2
1
1
2
1
2
2
2
2
2
1
YES
F
56
2
2
2
1
1
2
2
1
1
1
2
1
2
YES
M
67
1
1
1
2
1
2
1
2
1
2
2
1
2
YES
F
54
2
2
2
1
2
1
1
2
2
1
2
2
2
YES
M
63
1
2
1
1
1
2
1
2
2
2
2
1
1
YES
F
47
2
2
1
2
2
2
2
2
1
2
2
1
1
YES
M
62
2
1
2
1
1
2
1
2
2
2
2
1
2
YES
M
65
2
2
2
2
1
2
2
1
1
1
2
2
1
YES