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mstz
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heart

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train · 261 rows

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
51	false	non-anginal pain	110	190	0	0	120	true	0	0no
51	false	non-anginal pain	130	220	0	0	160	true	2	0no
51	false	non-anginal pain	150	200	0	0	120	true	0.5	0no
51	true	atypical angina	125	188	0	0	145	true	0	0no
51	true	atypical angina	130	224	0	0	150	true	0	0no
51	true	asymptomatic	130	179	0	0	100	true	0	0no
52	false	atypical angina	120	210	0	0	148	true	0	0no
52	false	non-anginal pain	125	272	0	0	139	true	0	0no
52	false	asymptomatic	130	180	0	0	140	true	1.5	0no
52	true	atypical angina	120	284	0	0	118	true	0	0no
52	true	atypical angina	140	100	0	0	138	true	0	0no
52	true	atypical angina	160	196	0	0	165	true	0	0no
52	true	non-anginal pain	140	259	0	1	170	true	0	0no
53	false	atypical angina	140	216	0	0	142	true	2	0no
53	false	non-anginal pain	120	274	0	0	130	true	0	0no
53	true	atypical angina	140	320	0	0	162	true	0	0no
53	true	non-anginal pain	120	195	0	0	140	true	0	0no
53	true	asymptomatic	124	260	0	1	112	true	3	0no
53	true	asymptomatic	130	182	0	0	148	true	0	0no
53	true	asymptomatic	140	243	0	0	155	true	0	0no
54	false	atypical angina	120	221	0	0	138	true	1	0no
54	false	atypical angina	120	230	1	0	140	true	0	0no
54	false	atypical angina	120	273	0	0	150	true	1.5	0no
54	false	atypical angina	130	253	0	1	155	true	0	0no
54	false	atypical angina	150	230	0	0	130	true	0	0no
54	false	atypical angina	160	312	0	0	130	true	0	0no
54	true	typical angina	120	171	0	0	137	true	2	0no
54	true	atypical angina	110	208	0	0	142	true	0	0no
54	true	atypical angina	120	238	0	0	154	true	0	0no
54	true	atypical angina	120	246	0	0	110	true	0	0no
54	true	atypical angina	160	195	0	1	130	true	1	0no
54	true	atypical angina	160	305	0	0	175	true	0	0no
54	true	non-anginal pain	120	217	0	0	137	true	0	0no
54	true	asymptomatic	150	365	0	1	134	true	1	0no
55	false	atypical angina	110	344	0	1	160	true	0	0no
55	false	atypical angina	122	320	0	0	155	true	0	0no
55	false	atypical angina	130	394	0	2	150	true	0	0no
55	true	atypical angina	120	256	1	0	137	true	0	0no
55	true	atypical angina	140	196	0	0	150	true	0	0no
55	true	atypical angina	145	326	0	0	155	true	0	0no
55	true	non-anginal pain	110	277	0	0	160	true	0	0no
55	true	non-anginal pain	120	220	0	2	134	true	0	0no
55	true	asymptomatic	120	270	0	0	140	true	0	0no
55	true	asymptomatic	140	229	0	0	110	true	0.5	0no
56	true	atypical angina	130	184	0	0	100	true	0	0no
56	true	non-anginal pain	130	276	0	0	128	true	1	0no
56	true	asymptomatic	120	85	0	0	140	true	0	0no
57	false	typical angina	130	308	0	0	98	true	1	0no
57	false	asymptomatic	180	347	0	1	126	true	0.8	0no
57	true	atypical angina	140	260	1	0	140	true	0	0no
58	true	atypical angina	130	230	0	0	150	true	0	0no
58	true	atypical angina	130	251	0	0	110	true	0	0no
58	true	non-anginal pain	140	179	0	0	160	true	0	0no
58	true	asymptomatic	135	222	0	0	100	true	0	0no
59	false	atypical angina	130	188	0	0	124	true	1	0no
59	true	atypical angina	140	287	0	0	150	true	0	0no
59	true	non-anginal pain	130	318	0	0	120	true	1	0no
59	true	non-anginal pain	180	213	0	0	100	true	0	0no
60	true	non-anginal pain	120	246	0	2	135	true	0	0no
61	false	asymptomatic	130	294	0	1	120	true	1	0no
61	true	asymptomatic	125	292	0	1	115	true	0	0no
62	false	typical angina	160	193	0	0	116	true	0	0no
62	true	atypical angina	140	271	0	0	152	true	1	0no
31	true	asymptomatic	120	270	0	0	153	true	1.5	1yes
33	false	asymptomatic	100	246	0	0	150	true	1	1yes
34	true	typical angina	140	156	0	0	180	true	0	1yes
35	true	atypical angina	110	257	0	0	140	true	0	1yes
36	true	atypical angina	120	267	0	0	160	true	3	1yes
37	true	asymptomatic	140	207	0	0	130	true	1.5	1yes
38	true	asymptomatic	110	196	0	0	166	true	0	1yes
38	true	asymptomatic	120	282	0	0	170	true	0	1yes
38	true	asymptomatic	92	117	0	0	134	true	2.5	1yes
41	true	asymptomatic	110	289	0	0	170	true	0	1yes
43	true	asymptomatic	150	247	0	0	130	true	2	1yes
46	true	asymptomatic	110	202	0	0	150	true	0	1yes
46	true	asymptomatic	118	186	0	0	124	true	0	1yes
46	true	asymptomatic	120	277	0	0	125	true	1	1yes
47	true	non-anginal pain	140	193	0	0	145	true	1	1yes
47	true	asymptomatic	150	226	0	0	98	true	1.5	1yes
48	true	asymptomatic	106	263	1	0	110	true	0	1yes
48	true	asymptomatic	120	260	0	0	115	true	2	1yes
48	true	asymptomatic	160	268	0	0	103	true	1	1yes
49	false	non-anginal pain	160	180	0	0	156	true	1	1yes
49	true	non-anginal pain	115	265	0	0	175	true	0	1yes
49	true	asymptomatic	130	206	0	0	170	true	0	1yes
50	false	non-anginal pain	140	288	0	0	140	true	0	1yes
50	true	asymptomatic	145	264	0	0	150	true	0	1yes
51	false	asymptomatic	160	303	0	0	150	true	1	1yes
52	true	asymptomatic	130	225	0	0	120	true	2	1yes
54	true	asymptomatic	125	216	0	0	140	true	0	1yes
54	true	asymptomatic	125	224	0	0	122	true	2	1yes
55	true	asymptomatic	140	201	0	0	130	true	3	1yes
57	true	atypical angina	140	265	0	1	145	true	1	1yes
58	true	non-anginal pain	130	213	0	1	140	true	0	1yes
59	false	asymptomatic	130	338	1	1	130	true	1.5	1yes
60	true	asymptomatic	100	248	0	0	125	true	1	1yes
63	true	asymptomatic	150	223	0	0	115	true	0	1yes
65	true	asymptomatic	140	306	1	0	87	true	1.5	1yes
32	true	asymptomatic	118	529	0	0	130	true	0	1yes
39	true	asymptomatic	110	280	0	0	150	true	0	1yes