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
57	M	ASY	130	207	0	ST	96	Y	1	Flat	0
61	M	NAP	140	284	0	Normal	123	Y	1.3	Flat	1
61	M	NAP	120	337	0	Normal	98	Y	0	Flat	1
74	M	ASY	155	310	0	Normal	112	Y	1.5	Down	1
68	M	NAP	134	254	1	Normal	151	Y	0	Up	0
51	F	ASY	114	258	1	LVH	96	N	1	Up	0
62	M	ASY	160	254	1	ST	108	Y	3	Flat	1
53	M	ASY	144	300	1	ST	128	Y	1.5	Flat	1
62	M	ASY	158	170	0	ST	138	Y	0	Flat	1
46	M	ASY	134	310	0	Normal	126	N	0	Flat	1
54	F	ASY	127	333	1	ST	154	N	0	Flat	1
62	M	TA	135	139	0	ST	137	N	0.2	Up	0
55	M	ASY	122	223	1	ST	100	N	0	Flat	1
58	M	ASY	140	385	1	LVH	135	N	0.3	Up	0
62	M	ATA	120	254	0	LVH	93	Y	0	Flat	1
70	M	ASY	130	322	0	LVH	109	N	2.4	Flat	1
67	F	NAP	115	564	0	LVH	160	N	1.6	Flat	0
57	M	ATA	124	261	0	Normal	141	N	0.3	Up	1
64	M	ASY	128	263	0	Normal	105	Y	0.2	Flat	0
74	F	ATA	120	269	0	LVH	121	Y	0.2	Up	0
65	M	ASY	120	177	0	Normal	140	N	0.4	Up	0
56	M	NAP	130	256	1	LVH	142	Y	0.6	Flat	1
59	M	ASY	110	239	0	LVH	142	Y	1.2	Flat	1
60	M	ASY	140	293	0	LVH	170	N	1.2	Flat	1
63	F	ASY	150	407	0	LVH	154	N	4	Flat	1
59	M	ASY	135	234	0	Normal	161	N	0.5	Flat	0
53	M	ASY	142	226	0	LVH	111	Y	0	Up	0
44	M	NAP	140	235	0	LVH	180	N	0	Up	0
61	M	TA	134	234	0	Normal	145	N	2.6	Flat	1
57	F	ASY	128	303	0	LVH	159	N	0	Up	0
71	F	ASY	112	149	0	Normal	125	N	1.6	Flat	0
46	M	ASY	140	311	0	Normal	120	Y	1.8	Flat	1
53	M	ASY	140	203	1	LVH	155	Y	3.1	Down	1
64	M	TA	110	211	0	LVH	144	Y	1.8	Flat	0
40	M	TA	140	199	0	Normal	178	Y	1.4	Up	0
67	M	ASY	120	229	0	LVH	129	Y	2.6	Flat	1
48	M	ATA	130	245	0	LVH	180	N	0.2	Flat	0
43	M	ASY	115	303	0	Normal	181	N	1.2	Flat	0
47	M	ASY	112	204	0	Normal	143	N	0.1	Up	0
54	F	ATA	132	288	1	LVH	159	Y	0	Up	0
48	F	NAP	130	275	0	Normal	139	N	0.2	Up	0
46	F	ASY	138	243	0	LVH	152	Y	0	Flat	0
51	F	NAP	120	295	0	LVH	157	N	0.6	Up	0
58	M	NAP	112	230	0	LVH	165	N	2.5	Flat	1
71	F	NAP	110	265	1	LVH	130	N	0	Up	0
57	M	NAP	128	229	0	LVH	150	N	0.4	Flat	1
66	M	ASY	160	228	0	LVH	138	N	2.3	Up	0
37	F	NAP	120	215	0	Normal	170	N	0	Up	0
59	M	ASY	170	326	0	LVH	140	Y	3.4	Down	1
50	M	ASY	144	200	0	LVH	126	Y	0.9	Flat	1
48	M	ASY	130	256	1	LVH	150	Y	0	Up	1
61	M	ASY	140	207	0	LVH	138	Y	1.9	Up	1
59	M	TA	160	273	0	LVH	125	N	0	Up	1
42	M	NAP	130	180	0	Normal	150	N	0	Up	0
48	M	ASY	122	222	0	LVH	186	N	0	Up	0
40	M	ASY	152	223	0	Normal	181	N	0	Up	1
62	F	ASY	124	209	0	Normal	163	N	0	Up	0
44	M	NAP	130	233	0	Normal	179	Y	0.4	Up	0
46	M	ATA	101	197	1	Normal	156	N	0	Up	0
59	M	NAP	126	218	1	Normal	134	N	2.2	Flat	1
58	M	NAP	140	211	1	LVH	165	N	0	Up	0
49	M	NAP	118	149	0	LVH	126	N	0.8	Up	1
44	M	ASY	110	197	0	LVH	177	N	0	Up	1
66	M	ATA	160	246	0	Normal	120	Y	0	Flat	1
65	F	ASY	150	225	0	LVH	114	N	1	Flat	1
42	M	ASY	136	315	0	Normal	125	Y	1.8	Flat	1
52	M	ATA	128	205	1	Normal	184	N	0	Up	0
65	F	NAP	140	417	1	LVH	157	N	0.8	Up	0
63	F	ATA	140	195	0	Normal	179	N	0	Up	0
45	F	ATA	130	234	0	LVH	175	N	0.6	Flat	0
41	F	ATA	105	198	0	Normal	168	N	0	Up	0
61	M	ASY	138	166	0	LVH	125	Y	3.6	Flat	1
60	F	NAP	120	178	1	Normal	96	N	0	Up	0
59	F	ASY	174	249	0	Normal	143	Y	0	Flat	1
62	M	ATA	120	281	0	LVH	103	N	1.4	Flat	1
57	M	NAP	150	126	1	Normal	173	N	0.2	Up	0
51	F	ASY	130	305	0	Normal	142	Y	1.2	Flat	1
44	M	NAP	120	226	0	Normal	169	N	0	Up	0
60	F	TA	150	240	0	Normal	171	N	0.9	Up	0
63	M	TA	145	233	1	LVH	150	N	2.3	Down	0
57	M	ASY	150	276	0	LVH	112	Y	0.6	Flat	1
51	M	ASY	140	261	0	LVH	186	Y	0	Up	0
58	F	ATA	136	319	1	LVH	152	N	0	Up	1
44	F	NAP	118	242	0	Normal	149	N	0.3	Flat	0
47	M	NAP	108	243	0	Normal	152	N	0	Up	1
61	M	ASY	120	260	0	Normal	140	Y	3.6	Flat	1
57	F	ASY	120	354	0	Normal	163	Y	0.6	Up	0
70	M	ATA	156	245	0	LVH	143	N	0	Up	0
76	F	NAP	140	197	0	ST	116	N	1.1	Flat	0
67	F	ASY	106	223	0	Normal	142	N	0.3	Up	0
45	M	ASY	142	309	0	LVH	147	Y	0	Flat	1
45	M	ASY	104	208	0	LVH	148	Y	3	Flat	0
39	F	NAP	94	199	0	Normal	179	N	0	Up	0
42	F	NAP	120	209	0	Normal	173	N	0	Flat	0
56	M	ATA	120	236	0	Normal	178	N	0.8	Up	0
58	M	ASY	146	218	0	Normal	105	N	2	Flat	1
35	M	ASY	120	198	0	Normal	130	Y	1.6	Flat	1
58	M	ASY	150	270	0	LVH	111	Y	0.8	Up	1
41	M	NAP	130	214	0	LVH	168	N	2	Flat	0
57	M	ASY	110	201	0	Normal	126	Y	1.5	Flat	0