Datasets:

mstz
/

heart

age int8 28 65	is_male bool 2 classes	type_of_chest_pain stringclasses 4 values	resting_blood_pressure float32 92 200	serum_cholesterol float32 85 603	fasting_blood_sugar float32 0 1	rest_electrocardiographic_type stringclasses 3 values	maximum_heart_rate float32 82 190	has_exercise_induced_angina bool 1 class	depression_induced_by_exercise float32 0 5	has_hearth_disease class label 2 classes
28	true	atypical angina	130	132	0	2	185	true	0	0no
29	true	atypical angina	120	243	0	0	160	true	0	0no
30	false	typical angina	170	237	0	1	170	true	0	0no
31	false	atypical angina	100	219	0	1	150	true	0	0no
32	false	atypical angina	105	198	0	0	165	true	0	0no
32	true	atypical angina	110	225	0	0	184	true	0	0no
32	true	atypical angina	125	254	0	0	155	true	0	0no
33	true	non-anginal pain	120	298	0	0	185	true	0	0no
34	false	atypical angina	130	161	0	0	190	true	0	0no
34	true	atypical angina	150	214	0	1	168	true	0	0no
34	true	atypical angina	98	220	0	0	150	true	0	0no
35	false	typical angina	120	160	0	1	185	true	0	0no
35	false	asymptomatic	140	167	0	0	150	true	0	0no
35	true	atypical angina	120	308	0	2	180	true	0	0no
35	true	atypical angina	150	264	0	0	168	true	0	0no
36	true	atypical angina	120	166	0	0	180	true	0	0no
36	true	non-anginal pain	112	340	0	0	184	true	1	0no
36	true	non-anginal pain	130	209	0	0	178	true	0	0no
36	true	non-anginal pain	150	160	0	0	172	true	0	0no
37	false	atypical angina	120	260	0	0	130	true	0	0no
37	false	non-anginal pain	130	211	0	0	142	true	0	0no
37	false	asymptomatic	130	173	0	1	184	true	0	0no
37	true	atypical angina	130	283	0	1	98	true	0	0no
37	true	non-anginal pain	130	194	0	0	150	true	0	0no
37	true	asymptomatic	120	223	0	0	168	true	0	0no
37	true	asymptomatic	130	315	0	0	158	true	0	0no
38	true	atypical angina	140	297	0	0	150	true	0	0no
38	true	non-anginal pain	145	292	0	0	130	true	0	0no
39	false	non-anginal pain	110	182	0	1	180	true	0	0no
39	true	atypical angina	120	200	0	0	160	true	1	0no
39	true	atypical angina	120	204	0	0	145	true	0	0no
39	true	atypical angina	190	241	0	0	106	true	0	0no
39	true	non-anginal pain	120	339	0	0	170	true	0	0no
39	true	non-anginal pain	160	147	1	0	160	true	0	0no
39	true	asymptomatic	110	273	0	0	132	true	0	0no
39	true	asymptomatic	130	307	0	0	140	true	0	0no
40	true	atypical angina	130	275	0	0	150	true	0	0no
40	true	atypical angina	140	289	0	0	172	true	0	0no
40	true	non-anginal pain	130	215	0	0	138	true	0	0no
40	true	non-anginal pain	130	281	0	0	167	true	0	0no
41	false	atypical angina	110	250	0	1	142	true	0	0no
41	false	atypical angina	125	184	0	0	180	true	0	0no
41	false	atypical angina	130	245	0	0	150	true	0	0no
41	true	atypical angina	120	291	0	1	160	true	0	0no
41	true	atypical angina	120	295	0	0	170	true	0	0no
41	true	atypical angina	125	269	0	0	144	true	0	0no
41	true	asymptomatic	112	250	0	0	142	true	0	0no
42	false	non-anginal pain	115	211	0	1	137	true	0	0no
42	true	atypical angina	120	196	0	0	150	true	0	0no
42	true	atypical angina	120	198	0	0	155	true	0	0no
42	true	atypical angina	150	268	0	0	136	true	0	0no
42	true	non-anginal pain	120	228	0	0	152	true	1.5	0no
42	true	non-anginal pain	160	147	0	0	146	true	0	0no
42	true	asymptomatic	140	358	0	0	170	true	0	0no
43	false	typical angina	100	223	0	0	142	true	0	0no
43	false	atypical angina	120	201	0	0	165	true	0	0no
43	false	atypical angina	120	215	0	1	175	true	0	0no
43	false	atypical angina	120	249	0	1	176	true	0	0no
43	false	atypical angina	120	266	0	0	118	true	0	0no
43	false	atypical angina	150	186	0	0	154	true	0	0no
43	true	atypical angina	142	207	0	0	138	true	0	0no
44	false	asymptomatic	120	218	0	1	115	true	0	0no
44	true	atypical angina	120	184	0	0	142	true	1	0no
44	true	atypical angina	130	215	0	0	135	true	0	0no
44	true	asymptomatic	150	412	0	0	170	true	0	0no
45	false	atypical angina	130	237	0	0	170	true	0	0no
45	false	asymptomatic	132	297	0	0	144	true	0	0no
45	true	atypical angina	140	224	1	0	122	true	0	0no
45	true	asymptomatic	120	225	0	0	140	true	0	0no
45	true	asymptomatic	140	224	0	0	144	true	0	0no
46	false	asymptomatic	130	238	0	0	90	true	0	0no
46	true	atypical angina	140	275	0	0	165	true	0	0no
46	true	non-anginal pain	120	230	0	0	150	true	0	0no
46	true	asymptomatic	110	238	0	1	140	true	1	0no
46	true	asymptomatic	110	240	0	1	140	true	0	0no
46	true	asymptomatic	180	280	0	1	120	true	0	0no
47	false	atypical angina	140	257	0	0	135	true	1	0no
47	true	typical angina	110	249	0	0	150	true	0	0no
47	true	atypical angina	160	263	0	0	174	true	0	0no
47	true	asymptomatic	140	276	1	0	125	true	0	0no
48	false	atypical angina	120	284	0	0	120	true	0	0no
48	false	non-anginal pain	120	195	0	0	125	true	0	0no
48	false	asymptomatic	108	163	0	0	175	true	2	0no
48	false	asymptomatic	120	254	0	1	110	true	0	0no
48	false	asymptomatic	150	227	0	0	130	true	1	0no
48	true	atypical angina	130	245	0	0	160	true	0	0no
48	true	atypical angina	140	238	0	0	118	true	0	0no
48	true	non-anginal pain	110	211	0	0	138	true	0	0no
49	false	atypical angina	124	201	0	0	164	true	0	0no
49	false	non-anginal pain	130	207	0	1	135	true	0	0no
49	true	atypical angina	100	253	0	0	174	true	0	0no
49	true	non-anginal pain	140	187	0	0	172	true	0	0no
50	false	atypical angina	110	202	0	0	145	true	0	0no
50	false	asymptomatic	120	328	0	0	110	true	1	0no
50	true	atypical angina	120	168	0	0	160	true	0	0no
50	true	atypical angina	140	216	0	0	170	true	0	0no
50	true	atypical angina	170	209	0	1	116	true	0	0no
50	true	asymptomatic	140	129	0	0	135	true	0	0no
50	true	asymptomatic	150	215	0	0	140	true	0	0no
51	false	atypical angina	160	194	0	0	170	true	0	0no

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Heart

The Heart dataset from the UCI ML repository. Does the patient have heart disease?

Configurations and tasks

Configuration	Task
hungary	Binary classification

Usage

from datasets import load_dataset

dataset = load_dataset("mstz/heart", "hungary")["train"]

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Size of downloaded dataset files:

10.3 kB

Size of the auto-converted Parquet files:

8.47 kB

Number of rows:

261