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mstz
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mammography

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Split (1)

train · 831 rows

age int8 18 96	lesion_shape stringclasses 4 values	margin stringclasses 5 values	density stringclasses 4 values	is_severe class label 2 classes
74	irregular	ill-defined	low	1yes
58	irregular	ill-defined	low	1yes
77	oval	obscured	low	0no
49	lobular	circumbscribed	low	0no
60	irregular	obscured	low	1yes
69	irregular	obscured	low	1yes
53	oval	circumbscribed	low	0no
46	lobular	ill-defined	low	0no
74	irregular	ill-defined	low	1yes
58	round	circumbscribed	low	0no
68	irregular	ill-defined	low	1yes
46	irregular	obscured	low	0no
61	oval	ill-defined	low	1yes
70	irregular	obscured	low	1yes
37	irregular	ill-defined	low	1yes
65	irregular	spiculated	low	1yes
67	irregular	ill-defined	low	0no
69	lobular	ill-defined	low	0no
76	irregular	ill-defined	low	1yes
65	irregular	obscured	low	0no
72	irregular	microlobulated	low	1yes
62	irregular	microlobulated	low	0no
42	irregular	ill-defined	low	1yes
66	irregular	obscured	low	1yes
48	irregular	ill-defined	low	1yes
35	round	circumbscribed	low	0no
60	irregular	ill-defined	low	1yes
67	irregular	microlobulated	low	1yes
78	irregular	ill-defined	low	1yes
66	round	circumbscribed	low	1yes
48	round	circumbscribed	low	0no
31	round	circumbscribed	low	0no
43	irregular	obscured	low	1yes
72	oval	ill-defined	low	0no
66	round	circumbscribed	low	1yes
56	irregular	ill-defined	low	0no
58	irregular	spiculated	low	1yes
33	oval	ill-defined	low	1yes
37	round	circumbscribed	low	0no
36	irregular	obscured	low	1yes
39	oval	obscured	low	0no
39	irregular	ill-defined	low	1yes
83	irregular	ill-defined	low	1yes
68	irregular	spiculated	low	1yes
63	lobular	ill-defined	low	1yes
78	irregular	ill-defined	low	1yes
38	oval	obscured	low	0no
46	irregular	obscured	low	1yes
60	irregular	ill-defined	low	1yes
56	oval	obscured	low	1yes
33	round	circumbscribed	low	0no
69	round	spiculated	low	1yes
66	round	ill-defined	low	1yes
72	round	obscured	low	0no
29	round	circumbscribed	low	0no
54	irregular	spiculated	low	1yes
80	irregular	ill-defined	low	1yes
68	irregular	obscured	low	1yes
35	oval	circumbscribed	low	0no
50	round	circumbscribed	low	0no
32	irregular	obscured	low	0no
69	irregular	spiculated	low	1yes
71	irregular	spiculated	low	1yes
87	irregular	spiculated	low	1yes
64	round	circumbscribed	low	0no
55	irregular	spiculated	low	1yes
18	round	circumbscribed	low	0no
53	round	circumbscribed	low	0no
84	irregular	spiculated	low	1yes
80	irregular	obscured	low	1yes
32	round	circumbscribed	low	0no
77	lobular	ill-defined	low	1yes
38	round	circumbscribed	low	0no
54	irregular	spiculated	low	1yes
63	round	circumbscribed	low	0no
61	round	circumbscribed	low	0no
52	round	circumbscribed	low	0no
36	round	circumbscribed	low	0no
59	round	circumbscribed	low	0no
51	irregular	ill-defined	iso	1yes
36	round	circumbscribed	low	0no
40	irregular	obscured	low	1yes
49	round	circumbscribed	low	0no
37	oval	obscured	low	0no
46	round	circumbscribed	low	0no
63	round	circumbscribed	low	0no
28	oval	circumbscribed	low	0no
47	oval	circumbscribed	low	0no
42	oval	circumbscribed	low	1yes
44	irregular	spiculated	low	1yes
49	irregular	ill-defined	low	0no
47	irregular	spiculated	low	1yes
52	irregular	spiculated	low	1yes
53	round	circumbscribed	low	1yes
83	lobular	obscured	low	1yes
63	irregular	ill-defined	low	1yes
54	round	circumbscribed	low	0no
50	irregular	ill-defined	low	0no
80	irregular	spiculated	low	1yes
45	oval	ill-defined	low	0no