age
int8 18
96
| lesion_shape
stringclasses 4
values | margin
stringclasses 5
values | density
stringclasses 4
values | is_severe
class label 2
classes |
|---|---|---|---|---|
57 |
irregular
|
obscured
|
low
| 0no
|
57 |
irregular
|
obscured
|
low
| 1yes
|
55 |
oval
|
circumbscribed
|
iso
| 0no
|
62 |
oval
|
circumbscribed
|
low
| 0no
|
54 |
round
|
circumbscribed
|
low
| 0no
|
71 |
round
|
circumbscribed
|
low
| 1yes
|
65 |
lobular
|
obscured
|
low
| 0no
|
68 |
irregular
|
ill-defined
|
low
| 0no
|
64 |
round
|
circumbscribed
|
low
| 0no
|
54 |
oval
|
ill-defined
|
low
| 0no
|
48 |
irregular
|
ill-defined
|
low
| 1yes
|
58 |
irregular
|
obscured
|
low
| 0no
|
58 |
lobular
|
ill-defined
|
low
| 1yes
|
70 |
round
|
circumbscribed
|
high
| 0no
|
70 |
round
|
ill-defined
|
low
| 1yes
|
59 |
oval
|
circumbscribed
|
low
| 0no
|
57 |
oval
|
ill-defined
|
low
| 0no
|
53 |
irregular
|
spiculated
|
low
| 0no
|
54 |
irregular
|
ill-defined
|
low
| 1yes
|
53 |
oval
|
circumbscribed
|
low
| 0no
|
71 |
irregular
|
ill-defined
|
low
| 1yes
|
67 |
irregular
|
spiculated
|
low
| 1yes
|
68 |
irregular
|
ill-defined
|
low
| 1yes
|
56 |
oval
|
ill-defined
|
low
| 0no
|
35 |
oval
|
circumbscribed
|
low
| 0no
|
52 |
irregular
|
ill-defined
|
low
| 1yes
|
47 |
oval
|
circumbscribed
|
low
| 0no
|
56 |
irregular
|
spiculated
|
low
| 1yes
|
64 |
irregular
|
spiculated
|
low
| 0no
|
66 |
irregular
|
spiculated
|
low
| 1yes
|
62 |
lobular
|
obscured
|
low
| 0no
|
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