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
66	irregular	ill-defined	low	1yes
76	irregular	ill-defined	low	1yes
58	oval	circumbscribed	iso	0no
96	lobular	ill-defined	low	1yes
70	irregular	ill-defined	low	1yes
34	oval	circumbscribed	low	0no
59	oval	circumbscribed	low	0no
45	lobular	circumbscribed	low	1yes
65	irregular	ill-defined	low	1yes
59	round	circumbscribed	low	0no
21	oval	circumbscribed	low	0no
43	oval	circumbscribed	low	0no
53	round	circumbscribed	low	0no
65	oval	circumbscribed	low	0no
64	oval	ill-defined	low	1yes
53	irregular	ill-defined	low	0no
51	round	circumbscribed	low	0no
59	oval	ill-defined	low	0no
56	oval	circumbscribed	low	0no
60	oval	circumbscribed	low	0no
22	round	circumbscribed	low	0no
25	oval	circumbscribed	low	0no
69	irregular	ill-defined	low	1yes
58	oval	circumbscribed	low	0no
62	irregular	obscured	low	1yes
56	irregular	ill-defined	low	0no
64	round	circumbscribed	low	0no
32	oval	circumbscribed	low	0no
59	irregular	ill-defined	iso	1yes
52	round	circumbscribed	low	0no
63	irregular	ill-defined	low	0no
67	irregular	ill-defined	low	1yes
61	irregular	ill-defined	low	1yes
59	irregular	spiculated	low	1yes
52	irregular	obscured	low	1yes
35	irregular	ill-defined	low	0no
77	lobular	obscured	low	1yes
71	irregular	obscured	low	1yes
63	irregular	obscured	low	1yes
38	oval	circumbscribed	iso	0no
72	irregular	obscured	low	1yes
76	irregular	obscured	low	1yes
53	lobular	obscured	low	0no
67	irregular	spiculated	low	0no
69	oval	ill-defined	low	1yes
54	round	circumbscribed	low	0no
35	oval	circumbscribed	iso	0no
68	irregular	obscured	low	1yes
68	irregular	ill-defined	low	0no
67	oval	ill-defined	low	1yes
39	round	circumbscribed	low	0no
44	oval	circumbscribed	low	0no
33	round	circumbscribed	low	0no
58	round	circumbscribed	low	0no
31	round	circumbscribed	low	0no
23	round	circumbscribed	low	0no
56	irregular	spiculated	low	1yes
69	oval	circumbscribed	low	1yes
63	round	circumbscribed	low	0no
65	round	circumbscribed	low	1yes
44	oval	circumbscribed	iso	0no
62	lobular	obscured	low	1yes
67	irregular	ill-defined	low	1yes
56	oval	circumbscribed	low	0no
52	lobular	ill-defined	low	0no
43	round	circumbscribed	low	1yes
41	irregular	obscured	iso	1yes
42	lobular	ill-defined	iso	0no
46	round	circumbscribed	low	0no
55	irregular	ill-defined	low	1yes
58	irregular	ill-defined	iso	1yes
87	irregular	ill-defined	low	1yes
66	oval	circumbscribed	low	0no
72	irregular	obscured	low	1yes
60	irregular	obscured	low	1yes
83	irregular	ill-defined	iso	1yes
31	oval	circumbscribed	low	0no
53	oval	circumbscribed	low	0no
64	oval	obscured	low	0no
31	irregular	ill-defined	iso	1yes
62	irregular	ill-defined	iso	1yes
56	oval	circumbscribed	low	0no
58	irregular	ill-defined	low	1yes
67	round	ill-defined	low	0no
75	irregular	spiculated	low	1yes
65	lobular	ill-defined	low	1yes
74	lobular	microlobulated	low	1yes
59	oval	circumbscribed	low	0no
57	irregular	ill-defined	fat-containing	1yes
76	lobular	microlobulated	low	0no
63	round	ill-defined	low	0no
44	round	circumbscribed	low	0no
42	lobular	circumbscribed	iso	0no
65	irregular	obscured	low	1yes
70	oval	circumbscribed	low	0no
48	round	circumbscribed	low	0no
74	round	circumbscribed	high	1yes
63	round	circumbscribed	low	0no
60	irregular	ill-defined	low	1yes
86	irregular	obscured	low	1yes

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