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

End of preview. Expand in Dataset Viewer.

YAML Metadata Error: "configs[0]" must be of type object

YAML Metadata Error: "configs[1]" must be of type object

YAML Metadata Error: "configs[2]" must be of type object

YAML Metadata Error: "configs[3]" must be of type object

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"]

Downloads last month: 167

Size of downloaded dataset files:

10.3 kB

Size of the auto-converted Parquet files:

8.47 kB

Number of rows:

261