Datasets:

aai530-group6
/

heart-failure-prediction-dataset

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Split (1)

train · 918 rows

Age int64 28 77	Sex stringclasses 2 values	ChestPainType stringclasses 4 values	RestingBP int64 0 200	Cholesterol int64 0 603	FastingBS int64 0 1	RestingECG stringclasses 3 values	MaxHR int64 60 202	ExerciseAngina stringclasses 2 values	Oldpeak float64 -2.6 6.2	ST_Slope stringclasses 3 values	HeartDisease int64 0 1
65	M	ASY	130	275	0	ST	115	Y	1	Flat	1
51	M	ASY	130	179	0	Normal	100	N	0	Up	0
40	F	ASY	150	392	0	Normal	130	N	2	Flat	1
40	M	ASY	120	466	1	Normal	152	Y	1	Flat	1
46	M	ASY	118	186	0	Normal	124	N	0	Flat	1
57	M	ATA	140	260	1	Normal	140	N	0	Up	0
48	F	ASY	120	254	0	ST	110	N	0	Up	0
34	M	ATA	150	214	0	ST	168	N	0	Up	0
50	M	ASY	140	129	0	Normal	135	N	0	Up	0
39	M	ATA	190	241	0	Normal	106	N	0	Up	0
59	F	ATA	130	188	0	Normal	124	N	1	Flat	0
57	M	ASY	150	255	0	Normal	92	Y	3	Flat	1
47	M	ASY	140	276	1	Normal	125	Y	0	Up	0
38	M	ATA	140	297	0	Normal	150	N	0	Up	0
49	F	NAP	130	207	0	ST	135	N	0	Up	0
33	F	ASY	100	246	0	Normal	150	Y	1	Flat	1
38	M	ASY	120	282	0	Normal	170	N	0	Flat	1
59	F	ASY	130	338	1	ST	130	Y	1.5	Flat	1
35	F	TA	120	160	0	ST	185	N	0	Up	0
34	M	TA	140	156	0	Normal	180	N	0	Flat	1
47	F	NAP	135	248	1	Normal	170	N	0	Flat	1
52	F	NAP	125	272	0	Normal	139	N	0	Up	0
46	M	ASY	110	240	0	ST	140	N	0	Up	0
58	F	ATA	180	393	0	Normal	110	Y	1	Flat	1
58	M	ATA	130	230	0	Normal	150	N	0	Up	0
54	M	ATA	120	246	0	Normal	110	N	0	Up	0
34	F	ATA	130	161	0	Normal	190	N	0	Up	0
48	F	ASY	108	163	0	Normal	175	N	2	Up	0
54	F	ATA	120	230	1	Normal	140	N	0	Up	0
42	M	NAP	120	228	0	Normal	152	Y	1.5	Flat	0
38	M	NAP	145	292	0	Normal	130	N	0	Up	0
46	M	ASY	110	202	0	Normal	150	Y	0	Flat	1
56	M	ASY	170	388	0	ST	122	Y	2	Flat	1
56	M	ASY	150	230	0	ST	124	Y	1.5	Flat	1
61	F	ASY	130	294	0	ST	120	Y	1	Flat	0
49	M	NAP	115	265	0	Normal	175	N	0	Flat	1
43	F	ATA	120	215	0	ST	175	N	0	Up	0
39	M	ATA	120	241	0	ST	146	N	2	Up	0
54	M	ASY	140	166	0	Normal	118	Y	0	Flat	1
43	M	ASY	150	247	0	Normal	130	Y	2	Flat	1
52	M	ASY	160	331	0	Normal	94	Y	2.5	Flat	1
50	M	ASY	140	341	0	ST	125	Y	2.5	Flat	1
47	M	ASY	160	291	0	ST	158	Y	3	Flat	1
53	M	ASY	140	243	0	Normal	155	N	0	Up	0
56	F	ATA	120	279	0	Normal	150	N	1	Flat	1
39	M	ASY	110	273	0	Normal	132	N	0	Up	0
42	M	ATA	120	198	0	Normal	155	N	0	Up	0
43	F	ATA	120	249	0	ST	176	N	0	Up	0
50	M	ATA	120	168	0	Normal	160	N	0	Up	0
54	M	ASY	130	603	1	Normal	125	Y	1	Flat	1
39	M	ATA	130	215	0	Normal	120	N	0	Up	0
48	M	ATA	100	159	0	Normal	100	N	0	Up	0
40	M	ATA	130	275	0	Normal	150	N	0	Up	0
55	M	ASY	120	270	0	Normal	140	N	0	Up	0
41	M	ATA	120	291	0	ST	160	N	0	Up	0
56	M	ASY	155	342	1	Normal	150	Y	3	Flat	1
38	M	ASY	110	190	0	Normal	150	Y	1	Flat	1
49	M	ASY	140	185	0	Normal	130	N	0	Up	0
44	M	ASY	130	290	0	Normal	100	Y	2	Flat	1
54	M	ATA	160	195	0	ST	130	N	1	Up	0
59	M	ASY	140	264	1	LVH	119	Y	0	Flat	1
49	M	ASY	128	212	0	Normal	96	Y	0	Flat	1
47	M	ATA	160	263	0	Normal	174	N	0	Up	0
42	M	ATA	120	196	0	Normal	150	N	0	Up	0
52	F	ATA	140	225	0	Normal	140	N	0	Up	0
46	M	TA	140	272	1	Normal	175	N	2	Flat	1
50	M	ASY	140	231	0	ST	140	Y	5	Flat	1
48	M	ATA	140	238	0	Normal	118	N	0	Up	0
58	M	ASY	135	222	0	Normal	100	N	0	Up	0
58	M	NAP	140	179	0	Normal	160	N	0	Up	0
29	M	ATA	120	243	0	Normal	160	N	0	Up	0
40	M	NAP	140	235	0	Normal	188	N	0	Up	0
53	M	ATA	140	320	0	Normal	162	N	0	Up	0
49	M	NAP	140	187	0	Normal	172	N	0	Up	0
52	M	ASY	140	266	0	Normal	134	Y	2	Flat	1
43	M	ASY	140	288	0	Normal	135	Y	2	Flat	1
54	M	ASY	140	216	0	Normal	105	N	1.5	Flat	1
59	M	ATA	140	287	0	Normal	150	N	0	Up	0
37	M	NAP	130	194	0	Normal	150	N	0	Up	0
46	F	ASY	130	238	0	Normal	90	N	0	Up	0
52	M	ASY	130	225	0	Normal	120	Y	2	Flat	1
51	M	ATA	130	224	0	Normal	150	N	0	Up	0
52	M	ASY	140	404	0	Normal	124	Y	2	Flat	1
46	M	ASY	110	238	0	ST	140	Y	1	Flat	0
54	F	ATA	160	312	0	Normal	130	N	0	Up	0
58	M	NAP	160	211	1	ST	92	N	0	Flat	1
58	M	ATA	130	251	0	Normal	110	N	0	Up	0
41	M	ASY	120	237	1	Normal	138	Y	1	Flat	1
50	F	ASY	120	328	0	Normal	110	Y	1	Flat	0
53	M	ASY	180	285	0	ST	120	Y	1.5	Flat	1
46	M	ASY	180	280	0	ST	120	N	0	Up	0
50	M	ATA	170	209	0	ST	116	N	0	Up	0
48	M	ATA	130	245	0	Normal	160	N	0	Up	0
45	M	NAP	135	192	0	Normal	110	N	0	Up	0
41	F	ATA	125	184	0	Normal	180	N	0	Up	0
62	F	TA	160	193	0	Normal	116	N	0	Up	0
49	M	ASY	120	297	0	Normal	132	N	1	Flat	0
42	M	ATA	150	268	0	Normal	136	N	0	Up	0
53	M	ASY	120	246	0	Normal	116	Y	0	Flat	1
57	F	TA	130	308	0	Normal	98	N	1	Flat	0