Datasets:

mstz
/

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
27	round	circumbscribed	low	0no
71	irregular	spiculated	iso	1yes
85	irregular	ill-defined	low	1yes
51	lobular	obscured	low	0no
72	irregular	obscured	low	1yes
52	irregular	ill-defined	low	1yes
66	oval	circumbscribed	low	0no
71	irregular	spiculated	low	1yes
42	oval	circumbscribed	low	0no
64	irregular	ill-defined	iso	1yes
41	oval	microlobulated	low	0no
50	oval	circumbscribed	low	0no
30	round	circumbscribed	low	0no
67	round	circumbscribed	low	0no
62	irregular	ill-defined	low	1yes
46	oval	circumbscribed	iso	0no
35	round	circumbscribed	low	0no
53	round	circumbscribed	iso	0no
59	oval	circumbscribed	low	0no
19	lobular	circumbscribed	low	0no
86	oval	circumbscribed	low	1yes
72	oval	circumbscribed	low	0no
37	oval	circumbscribed	iso	0no
46	lobular	circumbscribed	low	1yes
45	round	circumbscribed	low	0no
48	irregular	spiculated	low	0no
58	irregular	ill-defined	low	1yes
42	round	circumbscribed	low	0no
56	oval	ill-defined	low	1yes
47	oval	circumbscribed	low	0no
49	irregular	ill-defined	low	1yes
76	oval	spiculated	low	1yes
62	irregular	spiculated	low	1yes
64	irregular	ill-defined	low	1yes
53	irregular	obscured	low	1yes
70	irregular	microlobulated	iso	1yes
55	irregular	ill-defined	low	1yes
34	irregular	ill-defined	low	0no
76	irregular	ill-defined	low	1yes
39	round	circumbscribed	low	0no
23	round	circumbscribed	low	0no
19	round	circumbscribed	low	0no
65	irregular	spiculated	low	1yes
57	oval	circumbscribed	low	0no
41	irregular	ill-defined	low	1yes
36	irregular	spiculated	low	1yes
62	lobular	obscured	low	0no
69	oval	circumbscribed	low	0no
41	lobular	circumbscribed	low	0no
51	oval	ill-defined	low	0no
50	lobular	microlobulated	low	1yes
47	irregular	ill-defined	low	0no
54	irregular	spiculated	low	1yes
52	irregular	ill-defined	low	1yes
30	round	circumbscribed	low	0no
48	irregular	ill-defined	low	1yes
65	oval	ill-defined	low	1yes
50	round	circumbscribed	low	0no
65	irregular	spiculated	low	1yes
66	irregular	obscured	low	1yes
41	lobular	obscured	iso	1yes
72	lobular	microlobulated	low	1yes
42	round	circumbscribed	high	1yes
80	irregular	ill-defined	low	1yes
45	oval	ill-defined	low	0no
41	round	circumbscribed	low	0no
72	lobular	obscured	low	1yes
60	irregular	spiculated	low	0no
67	irregular	obscured	low	1yes
55	oval	circumbscribed	low	0no
61	lobular	ill-defined	low	1yes
55	lobular	ill-defined	low	1yes
52	irregular	ill-defined	low	1yes
42	round	circumbscribed	low	0no
63	irregular	ill-defined	low	1yes
62	irregular	spiculated	low	1yes
46	round	circumbscribed	low	0no
65	oval	circumbscribed	low	0no
57	lobular	obscured	low	1yes
66	irregular	spiculated	low	1yes
45	round	circumbscribed	low	0no
77	irregular	spiculated	low	1yes
35	round	circumbscribed	low	0no
50	irregular	spiculated	low	1yes
57	irregular	ill-defined	low	0no
74	lobular	circumbscribed	low	1yes
59	irregular	spiculated	low	0no
51	round	circumbscribed	low	0no
42	lobular	ill-defined	low	1yes
35	oval	ill-defined	low	0no
42	round	circumbscribed	low	0no
43	oval	circumbscribed	low	0no
62	irregular	ill-defined	low	1yes
27	oval	circumbscribed	low	0no
57	irregular	ill-defined	low	1yes
59	oval	circumbscribed	low	0no
40	lobular	microlobulated	low	1yes
20	round	circumbscribed	low	0no
74	irregular	obscured	low	1yes
22	round	circumbscribed	low	0no

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