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
47	M	TA	110	249	0	Normal	150	N	0	Up	0
46	M	NAP	120	230	0	Normal	150	N	0	Up	0
42	M	NAP	160	147	0	Normal	146	N	0	Up	0
31	F	ATA	100	219	0	ST	150	N	0	Up	0
56	M	ATA	130	184	0	Normal	100	N	0	Up	0
50	M	ASY	150	215	0	Normal	140	Y	0	Up	0
35	M	ATA	120	308	0	LVH	180	N	0	Up	0
35	M	ATA	110	257	0	Normal	140	N	0	Flat	1
28	M	ATA	130	132	0	LVH	185	N	0	Up	0
54	M	ASY	125	216	0	Normal	140	N	0	Flat	1
48	M	ASY	106	263	1	Normal	110	N	0	Flat	1
50	F	NAP	140	288	0	Normal	140	Y	0	Flat	1
56	M	NAP	130	276	0	Normal	128	Y	1	Up	0
56	F	NAP	130	219	0	ST	164	N	0	Up	0
47	M	ASY	150	226	0	Normal	98	Y	1.5	Flat	1
30	F	TA	170	237	0	ST	170	N	0	Up	0
39	M	ASY	110	280	0	Normal	150	N	0	Flat	1
54	M	NAP	120	217	0	Normal	137	N	0	Up	0
55	M	ATA	140	196	0	Normal	150	N	0	Up	0
29	M	ATA	140	263	0	Normal	170	N	0	Up	0
46	M	ASY	130	222	0	Normal	112	N	0	Flat	1
51	F	ASY	160	303	0	Normal	150	Y	1	Flat	1
48	F	NAP	120	195	0	Normal	125	N	0	Up	0
33	M	NAP	120	298	0	Normal	185	N	0	Up	0
55	M	ATA	120	256	1	Normal	137	N	0	Up	0
50	M	ASY	145	264	0	Normal	150	N	0	Flat	1
53	M	NAP	120	195	0	Normal	140	N	0	Up	0
38	M	ASY	92	117	0	Normal	134	Y	2.5	Flat	1
41	M	ATA	120	295	0	Normal	170	N	0	Up	0
37	F	ASY	130	173	0	ST	184	N	0	Up	0
37	M	ASY	130	315	0	Normal	158	N	0	Up	0
40	M	NAP	130	281	0	Normal	167	N	0	Up	0
38	F	ATA	120	275	0	Normal	129	N	0	Up	0
41	M	ASY	112	250	0	Normal	142	N	0	Up	0
54	F	ATA	140	309	0	ST	140	N	0	Up	0
39	M	ATA	120	200	0	Normal	160	Y	1	Flat	0
41	M	ASY	120	336	0	Normal	118	Y	3	Flat	1
55	M	TA	140	295	0	Normal	136	N	0	Flat	1
48	M	ASY	160	355	0	Normal	99	Y	2	Flat	1
48	M	ASY	160	193	0	Normal	102	Y	3	Flat	1
55	M	ATA	145	326	0	Normal	155	N	0	Up	0
54	M	ASY	200	198	0	Normal	142	Y	2	Flat	1
55	M	ATA	160	292	1	Normal	143	Y	2	Flat	1
43	F	ATA	120	266	0	Normal	118	N	0	Up	0
48	M	ASY	160	268	0	Normal	103	Y	1	Flat	1
54	M	TA	120	171	0	Normal	137	N	2	Up	0
54	M	NAP	120	237	0	Normal	150	Y	1.5	Flat	1
48	M	ASY	122	275	1	ST	150	Y	2	Down	1
45	M	ASY	130	219	0	ST	130	Y	1	Flat	1
49	M	ASY	130	341	0	Normal	120	Y	1	Flat	1
44	M	ASY	135	491	0	Normal	135	N	0	Flat	1
48	M	ASY	120	260	0	Normal	115	N	2	Flat	1
61	M	ASY	125	292	0	ST	115	Y	0	Up	0
62	M	ATA	140	271	0	Normal	152	N	1	Up	0
55	M	ASY	145	248	0	Normal	96	Y	2	Flat	1
53	F	NAP	120	274	0	Normal	130	N	0	Up	0
55	F	ATA	130	394	0	LVH	150	N	0	Up	0
36	M	NAP	150	160	0	Normal	172	N	0	Up	0
51	F	NAP	150	200	0	Normal	120	N	0.5	Up	0
55	F	ATA	122	320	0	Normal	155	N	0	Up	0
46	M	ATA	140	275	0	Normal	165	Y	0	Up	0
54	F	ATA	120	221	0	Normal	138	N	1	Up	0
46	M	ASY	120	231	0	Normal	115	Y	0	Flat	1
59	M	ASY	130	126	0	Normal	125	N	0	Flat	1
47	M	NAP	140	193	0	Normal	145	Y	1	Flat	1
54	M	ATA	160	305	0	Normal	175	N	0	Up	0
52	M	ASY	130	298	0	Normal	110	Y	1	Flat	1
34	M	ATA	98	220	0	Normal	150	N	0	Up	0
54	M	ASY	130	242	0	Normal	91	Y	1	Flat	1
47	F	NAP	130	235	0	Normal	145	N	2	Flat	0
45	M	ASY	120	225	0	Normal	140	N	0	Up	0
32	F	ATA	105	198	0	Normal	165	N	0	Up	0
55	M	ASY	140	201	0	Normal	130	Y	3	Flat	1
55	M	NAP	120	220	0	LVH	134	N	0	Up	0
45	F	ATA	180	295	0	Normal	180	N	0	Up	0
59	M	NAP	180	213	0	Normal	100	N	0	Up	0
51	M	NAP	135	160	0	Normal	150	N	2	Flat	1
52	M	ASY	170	223	0	Normal	126	Y	1.5	Flat	1
57	F	ASY	180	347	0	ST	126	Y	0.8	Flat	0
54	F	ATA	130	253	0	ST	155	N	0	Up	0
60	M	NAP	120	246	0	LVH	135	N	0	Up	0
49	M	ASY	150	222	0	Normal	122	N	2	Flat	1
51	F	NAP	130	220	0	Normal	160	Y	2	Up	0
55	F	ATA	110	344	0	ST	160	N	0	Up	0
42	M	ASY	140	358	0	Normal	170	N	0	Up	0
51	F	NAP	110	190	0	Normal	120	N	0	Up	0
59	M	ASY	140	169	0	Normal	140	N	0	Up	0
53	M	ATA	120	181	0	Normal	132	N	0	Up	0
48	F	ATA	133	308	0	ST	156	N	2	Up	0
36	M	ATA	120	166	0	Normal	180	N	0	Up	0
48	M	NAP	110	211	0	Normal	138	N	0	Up	0
47	F	ATA	140	257	0	Normal	135	N	1	Up	0
53	M	ASY	130	182	0	Normal	148	N	0	Up	0
65	M	ASY	115	0	0	Normal	93	Y	0	Flat	1
32	M	TA	95	0	1	Normal	127	N	0.7	Up	1
61	M	ASY	105	0	1	Normal	110	Y	1.5	Up	1
50	M	ASY	145	0	1	Normal	139	Y	0.7	Flat	1
57	M	ASY	110	0	1	ST	131	Y	1.4	Up	1
51	M	ASY	110	0	1	Normal	92	N	0	Flat	1
47	M	ASY	110	0	1	ST	149	N	2.1	Up	1