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
M
58
2
1
1
1
1
1
2
2
2
2
1
1
1
YES
F
81
1
2
2
2
2
2
2
2
1
2
2
2
2
YES
M
64
2
1
1
1
1
2
2
2
2
2
2
1
2
YES
M
62
2
2
2
2
2
1
1
1
2
1
1
2
2
YES
F
72
2
2
2
2
1
2
1
1
1
2
2
2
2
YES
F
60
1
1
1
1
2
2
1
1
1
1
2
1
1
YES
F
61
2
2
2
2
2
2
1
1
1
1
2
2
1
YES
F
60
2
2
2
2
2
1
2
2
2
1
1
2
2
YES
F
49
1
1
1
2
2
1
2
1
2
2
2
1
1
YES
M
53
1
1
1
1
2
2
2
1
2
1
2
1
2
YES
M
58
1
2
2
1
1
2
1
2
2
2
2
2
2
YES
M
61
2
2
2
1
1
2
2
1
2
1
2
2
2
YES
F
68
1
1
1
2
1
2
1
2
1
2
2
1
2
YES
M
60
2
2
2
1
1
1
1
1
2
1
1
2
2
YES
F
72
1
2
1
1
1
2
1
2
2
2
2
1
1
YES
F
72
1
2
1
1
2
2
2
2
1
2
2
1
1
YES
M
57
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
54
2
2
2
2
1
2
1
2
1
2
2
2
1
YES
F
56
1
2
2
2
1
1
2
1
2
1
1
2
2
YES
M
77
2
2
2
2
1
2
1
2
1
2
2
2
1
YES
M
64
1
1
1
1
2
2
2
2
2
2
2
1
2
YES
M
57
2
1
2
1
2
2
1
1
1
1
2
1
1
YES
F
66
2
2
2
1
2
2
2
2
2
2
2
1
1
YES
M
70
2
1
1
1
1
1
2
1
2
2
1
1
2
YES
F
53
1
2
2
2
2
2
2
1
1
2
2
1
1
YES
M
51
2
1
1
1
1
2
1
2
2
2
2
1
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
F
63
2
2
2
2
2
2
2
2
1
2
2
2
2
YES
M
64
1
2
2
2
1
1
2
1
2
1
1
2
2
YES
F
65
2
2
2
2
1
2
1
2
1
2
2
2
1
YES
M
51
1
2
1
1
2
2
2
2
2
2
2
1
2
YES
F
56
1
1
1
2
2
2
1
1
2
2
2
2
1
YES
M
70
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
2
YES
M
67
2
1
2
1
1
2
2
1
2
2
2
1
2
YES
M
62
1
1
1
2
1
2
2
2
2
1
1
2
1
YES
F
74
1
2
2
2
2
2
1
2
2
1
1
1
1
YES
M
69
2
1
1
2
1
1
1
1
1
1
1
1
2
NO
F
64
2
2
1
2
2
1
1
1
1
1
1
1
1
NO
M
75
2
2
2
2
2
1
1
1
1
1
1
1
2
YES
M
47
2
2
1
1
2
1
1
1
1
1
1
1
2
NO
F
57
2
2
1
2
1
1
1
1
1
1
1
1
2
NO
F
56
1
1
2
2
2
2
2
2
2
1
2
2
2
YES
M
68
1
1
2
2
2
1
1
1
2
1
1
1
1
NO
F
55
1
1
1
2
2
2
2
2
2
1
1
1
2
YES
M
62
2
2
2
1
2
2
2
2
1
1
2
1
1
YES
F
73
2
1
1
2
1
2
2
2
2
2
1
2
2
YES
M
68
2
1
1
2
2
2
2
2
2
2
2
2
2
YES
F
75
1
2
1
2
2
2
2
1
2
2
1
1
1
YES
M
63
1
2
2
1
2
1
2
2
2
2
1
2
1
YES
F
61
1
2
1
2
1
2
1
1
1
2
2
1
2
YES
M
62
1
1
1
1
2
1
2
1
2
2
2
2
2
YES
M
44
1
2
1
2
2
2
1
2
1
1
2
2
2
YES
M
56
2
2
2
2
1
2
2
1
2
2
2
1
2
YES
M
54
1
2
1
2
2
2
2
2
2
2
1
2
2
YES
F
57
1
2
2
1
1
1
1
1
1
2
1
1
1
NO
M
56
1
2
1
2
1
2
2
2
2
2
1
1
1
YES
F
69
1
1
2
1
2
1
2
2
2
1
1
2
1
YES
M
72
1
2
1
2
1
2
2
2
2
2
2
1
2
YES
F
59
2
2
2
2
2
2
1
2
1
2
1
2
2
YES
F
70
1
2
1
1
2
2
2
2
1
2
2
1
2
YES
M
64
2
1
1
1
1
2
1
2
2
2
2
1
1
YES
F
61
2
2
2
2
1
2
2
1
1
1
2
2
2
YES
F
72
2
2
2
2
1
2
1
2
1
2
2
2
1
YES
M
63
2
2
2
2
1
1
2
1
2
1
1
2
2
YES
F
74
2
2
2
2
1
2
1
2
1
2
2
2
1
YES
M
71
1
1
1
1
2
2
2
2
2
2
2
1
2
YES
F
71
2
1
1
1
2
2
1
1
1
1
2
1
1
NO
M
72
2
1
1
1
1
2
2
2
2
2
2
1
2
YES
M
77
2
1
1
1
1
1
2
2
2
2
1
1
1
YES
F
72
1
2
2
2
2
2
1
1
1
1
1
1
1
YES
M
55
2
1
1
1
1
2
1
1
1
1
1
1
1
YES
M
65
2
2
2
2
2
1
1
1
1
1
1
1
1
YES
F
67
2
2
2
2
1
2
1
1
1
1
1
1
1
YES
F
69
1
1
1
1
2
2
1
1
1
1
1
1
1
YES
F
55
2
2
2
2
2
2
1
1
1
1
1
1
1
YES
F
51
2
2
2
2
2
1
1
1
1
1
1
1
1
YES
F
64
1
1
1
2
2
1
1
1
1
1
1
1
1
YES
M
63
1
1
1
1
2
2
2
1
2
2
2
1
2
YES
M
69
1
2
2
1
1
1
1
2
2
2
2
2
1
YES
M
64
1
2
2
1
2
1
2
1
2
2
2
1
2
YES
M
59
1
2
2
1
1
2
1
2
1
1
1
2
2
YES
F
73
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