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
42	M	TA	148	244	0	LVH	178	N	0.8	Up	0
62	M	ATA	128	208	1	LVH	140	N	0	Up	0
59	M	TA	178	270	0	LVH	145	N	4.2	Down	0
41	F	ATA	126	306	0	Normal	163	N	0	Up	0
50	M	ASY	150	243	0	LVH	128	N	2.6	Flat	1
59	M	ATA	140	221	0	Normal	164	Y	0	Up	0
61	F	ASY	130	330	0	LVH	169	N	0	Up	1
54	M	ASY	124	266	0	LVH	109	Y	2.2	Flat	1
54	M	ASY	110	206	0	LVH	108	Y	0	Flat	1
52	M	ASY	125	212	0	Normal	168	N	1	Up	1
47	M	ASY	110	275	0	LVH	118	Y	1	Flat	1
66	M	ASY	120	302	0	LVH	151	N	0.4	Flat	0
58	M	ASY	100	234	0	Normal	156	N	0.1	Up	1
64	F	NAP	140	313	0	Normal	133	N	0.2	Up	0
50	F	ATA	120	244	0	Normal	162	N	1.1	Up	0
44	F	NAP	108	141	0	Normal	175	N	0.6	Flat	0
67	M	ASY	120	237	0	Normal	71	N	1	Flat	1
49	F	ASY	130	269	0	Normal	163	N	0	Up	0
57	M	ASY	165	289	1	LVH	124	N	1	Flat	1
63	M	ASY	130	254	0	LVH	147	N	1.4	Flat	1
48	M	ASY	124	274	0	LVH	166	N	0.5	Flat	1
51	M	NAP	100	222	0	Normal	143	Y	1.2	Flat	0
60	F	ASY	150	258	0	LVH	157	N	2.6	Flat	1
59	M	ASY	140	177	0	Normal	162	Y	0	Up	1
45	F	ATA	112	160	0	Normal	138	N	0	Flat	0
55	F	ASY	180	327	0	ST	117	Y	3.4	Flat	1
41	M	ATA	110	235	0	Normal	153	N	0	Up	0
60	F	ASY	158	305	0	LVH	161	N	0	Up	1
54	F	NAP	135	304	1	Normal	170	N	0	Up	0
42	M	ATA	120	295	0	Normal	162	N	0	Up	0
49	F	ATA	134	271	0	Normal	162	N	0	Flat	0
46	M	ASY	120	249	0	LVH	144	N	0.8	Up	1
56	F	ASY	200	288	1	LVH	133	Y	4	Down	1
66	F	TA	150	226	0	Normal	114	N	2.6	Down	0
56	M	ASY	130	283	1	LVH	103	Y	1.6	Down	1
49	M	NAP	120	188	0	Normal	139	N	2	Flat	1
54	M	ASY	122	286	0	LVH	116	Y	3.2	Flat	1
57	M	ASY	152	274	0	Normal	88	Y	1.2	Flat	1
65	F	NAP	160	360	0	LVH	151	N	0.8	Up	0
54	M	NAP	125	273	0	LVH	152	N	0.5	Down	0
54	F	NAP	160	201	0	Normal	163	N	0	Up	0
62	M	ASY	120	267	0	Normal	99	Y	1.8	Flat	1
52	F	NAP	136	196	0	LVH	169	N	0.1	Flat	0
52	M	ATA	134	201	0	Normal	158	N	0.8	Up	0
60	M	ASY	117	230	1	Normal	160	Y	1.4	Up	1
63	F	ASY	108	269	0	Normal	169	Y	1.8	Flat	1
66	M	ASY	112	212	0	LVH	132	Y	0.1	Up	1
42	M	ASY	140	226	0	Normal	178	N	0	Up	0
64	M	ASY	120	246	0	LVH	96	Y	2.2	Down	1
54	M	NAP	150	232	0	LVH	165	N	1.6	Up	0
46	F	NAP	142	177	0	LVH	160	Y	1.4	Down	0
67	F	NAP	152	277	0	Normal	172	N	0	Up	0
56	M	ASY	125	249	1	LVH	144	Y	1.2	Flat	1
34	F	ATA	118	210	0	Normal	192	N	0.7	Up	0
57	M	ASY	132	207	0	Normal	168	Y	0	Up	0
64	M	ASY	145	212	0	LVH	132	N	2	Flat	1
59	M	ASY	138	271	0	LVH	182	N	0	Up	0
50	M	NAP	140	233	0	Normal	163	N	0.6	Flat	1
51	M	TA	125	213	0	LVH	125	Y	1.4	Up	0
54	M	ATA	192	283	0	LVH	195	N	0	Up	1
53	M	ASY	123	282	0	Normal	95	Y	2	Flat	1
52	M	ASY	112	230	0	Normal	160	N	0	Up	1
40	M	ASY	110	167	0	LVH	114	Y	2	Flat	1
58	M	NAP	132	224	0	LVH	173	N	3.2	Up	1
41	F	NAP	112	268	0	LVH	172	Y	0	Up	0
41	M	NAP	112	250	0	Normal	179	N	0	Up	0
50	F	NAP	120	219	0	Normal	158	N	1.6	Flat	0
54	F	NAP	108	267	0	LVH	167	N	0	Up	0
64	F	ASY	130	303	0	Normal	122	N	2	Flat	0
51	F	NAP	130	256	0	LVH	149	N	0.5	Up	0
46	F	ATA	105	204	0	Normal	172	N	0	Up	0
55	M	ASY	140	217	0	Normal	111	Y	5.6	Down	1
45	M	ATA	128	308	0	LVH	170	N	0	Up	0
56	M	TA	120	193	0	LVH	162	N	1.9	Flat	0
66	F	ASY	178	228	1	Normal	165	Y	1	Flat	1
38	M	TA	120	231	0	Normal	182	Y	3.8	Flat	1
62	F	ASY	150	244	0	Normal	154	Y	1.4	Flat	1
55	M	ATA	130	262	0	Normal	155	N	0	Up	0
58	M	ASY	128	259	0	LVH	130	Y	3	Flat	1
43	M	ASY	110	211	0	Normal	161	N	0	Up	0
64	F	ASY	180	325	0	Normal	154	Y	0	Up	0
50	F	ASY	110	254	0	LVH	159	N	0	Up	0
53	M	NAP	130	197	1	LVH	152	N	1.2	Down	0
45	F	ASY	138	236	0	LVH	152	Y	0.2	Flat	0
65	M	TA	138	282	1	LVH	174	N	1.4	Flat	1
69	M	TA	160	234	1	LVH	131	N	0.1	Flat	0
69	M	NAP	140	254	0	LVH	146	N	2	Flat	1
67	M	ASY	100	299	0	LVH	125	Y	0.9	Flat	1
68	F	NAP	120	211	0	LVH	115	N	1.5	Flat	0
34	M	TA	118	182	0	LVH	174	N	0	Up	0
62	F	ASY	138	294	1	Normal	106	N	1.9	Flat	1
51	M	ASY	140	298	0	Normal	122	Y	4.2	Flat	1
46	M	NAP	150	231	0	Normal	147	N	3.6	Flat	1
67	M	ASY	125	254	1	Normal	163	N	0.2	Flat	1
50	M	NAP	129	196	0	Normal	163	N	0	Up	0
42	M	NAP	120	240	1	Normal	194	N	0.8	Down	0
56	F	ASY	134	409	0	LVH	150	Y	1.9	Flat	1
41	M	ASY	110	172	0	LVH	158	N	0	Up	1
42	F	ASY	102	265	0	LVH	122	N	0.6	Flat	0
53	M	NAP	130	246	1	LVH	173	N	0	Up	0