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
60	M	ASY	160	0	1	Normal	149	N	0.4	Flat	1
55	M	ATA	140	0	0	ST	150	N	0.2	Up	0
53	M	ASY	125	0	1	Normal	120	N	1.5	Up	1
62	F	ASY	120	0	1	ST	123	Y	1.7	Down	1
51	M	ASY	95	0	1	Normal	126	N	2.2	Flat	1
51	F	ASY	120	0	1	Normal	127	Y	1.5	Up	1
55	M	ASY	115	0	1	Normal	155	N	0.1	Flat	1
53	M	ATA	130	0	0	ST	120	N	0.7	Down	0
58	M	ASY	115	0	1	Normal	138	N	0.5	Up	1
57	M	ASY	95	0	1	Normal	182	N	0.7	Down	1
65	M	ASY	155	0	0	Normal	154	N	1	Up	0
60	M	ASY	125	0	1	Normal	110	N	0.1	Up	1
41	M	ASY	125	0	1	Normal	176	N	1.6	Up	1
34	M	ASY	115	0	1	Normal	154	N	0.2	Up	1
53	M	ASY	80	0	0	Normal	141	Y	2	Down	0
74	M	ATA	145	0	1	ST	123	N	1.3	Up	1
57	M	NAP	105	0	1	Normal	148	N	0.3	Flat	1
56	M	ASY	140	0	1	Normal	121	Y	1.8	Up	1
61	M	ASY	130	0	1	Normal	77	N	2.5	Flat	1
68	M	ASY	145	0	1	Normal	136	N	1.8	Up	1
59	M	NAP	125	0	1	Normal	175	N	2.6	Flat	1
63	M	ASY	100	0	1	Normal	109	N	-0.9	Flat	1
38	F	ASY	105	0	1	Normal	166	N	2.8	Up	1
62	M	ASY	115	0	1	Normal	128	Y	2.5	Down	1
46	M	ASY	100	0	1	ST	133	N	-2.6	Flat	1
42	M	ASY	105	0	1	Normal	128	Y	-1.5	Down	1
45	M	NAP	110	0	0	Normal	138	N	-0.1	Up	0
59	M	ASY	125	0	1	Normal	119	Y	0.9	Up	1
52	M	ASY	95	0	1	Normal	82	Y	0.8	Flat	1
60	M	ASY	130	0	1	ST	130	Y	1.1	Down	1
60	M	NAP	115	0	1	Normal	143	N	2.4	Up	1
56	M	ASY	115	0	1	ST	82	N	-1	Up	1
38	M	NAP	100	0	0	Normal	179	N	-1.1	Up	0
40	M	ASY	95	0	1	ST	144	N	0	Up	1
51	M	ASY	130	0	1	Normal	170	N	-0.7	Up	1
62	M	TA	120	0	1	LVH	134	N	-0.8	Flat	1
72	M	NAP	160	0	0	LVH	114	N	1.6	Flat	0
63	M	ASY	150	0	1	ST	154	N	3.7	Up	1
63	M	ASY	140	0	1	LVH	149	N	2	Up	1
64	F	ASY	95	0	1	Normal	145	N	1.1	Down	1
43	M	ASY	100	0	1	Normal	122	N	1.5	Down	1
64	M	ASY	110	0	1	Normal	114	Y	1.3	Down	1
61	M	ASY	110	0	1	Normal	113	N	1.4	Flat	1
52	M	ASY	130	0	1	Normal	120	N	0	Flat	1
51	M	ASY	120	0	1	Normal	104	N	0	Flat	1
69	M	ASY	135	0	0	Normal	130	N	0	Flat	1
59	M	ASY	120	0	0	Normal	115	N	0	Flat	1
48	M	ASY	115	0	1	Normal	128	N	0	Flat	1
69	M	ASY	137	0	0	ST	104	Y	1.6	Flat	1
36	M	ASY	110	0	1	Normal	125	Y	1	Flat	1
53	M	ASY	120	0	1	Normal	120	N	0	Flat	1
43	M	ASY	140	0	0	ST	140	Y	0.5	Up	1
56	M	ASY	120	0	0	ST	100	Y	-1	Down	1
58	M	ASY	130	0	0	ST	100	Y	1	Flat	1
55	M	ASY	120	0	0	ST	92	N	0.3	Up	1
67	M	TA	145	0	0	LVH	125	N	0	Flat	1
46	M	ASY	115	0	0	Normal	113	Y	1.5	Flat	1
53	M	ATA	120	0	0	Normal	95	N	0	Flat	1
38	M	NAP	115	0	0	Normal	128	Y	0	Flat	1
53	M	NAP	105	0	0	Normal	115	N	0	Flat	1
62	M	NAP	160	0	0	Normal	72	Y	0	Flat	1
47	M	ASY	160	0	0	Normal	124	Y	0	Flat	1
56	M	NAP	155	0	0	ST	99	N	0	Flat	1
56	M	ASY	120	0	0	ST	148	N	0	Flat	1
56	M	NAP	120	0	0	Normal	97	N	0	Flat	0
64	F	ASY	200	0	0	Normal	140	Y	1	Flat	1
61	M	ASY	150	0	0	Normal	117	Y	2	Flat	1
68	M	ASY	135	0	0	ST	120	Y	0	Up	1
57	M	ASY	140	0	0	Normal	120	Y	2	Flat	1
63	M	ASY	150	0	0	Normal	86	Y	2	Flat	1
60	M	ASY	135	0	0	Normal	63	Y	0.5	Up	1
66	M	ASY	150	0	0	Normal	108	Y	2	Flat	1
63	M	ASY	185	0	0	Normal	98	Y	0	Up	1
59	M	ASY	135	0	0	Normal	115	Y	1	Flat	1
61	M	ASY	125	0	0	Normal	105	Y	0	Down	1
73	F	NAP	160	0	0	ST	121	N	0	Up	1
47	M	NAP	155	0	0	Normal	118	Y	1	Flat	1
65	M	ASY	160	0	1	ST	122	N	1.2	Flat	1
70	M	ASY	140	0	1	Normal	157	Y	2	Flat	1
50	M	ASY	120	0	0	ST	156	Y	0	Up	1
60	M	ASY	160	0	0	ST	99	Y	0.5	Flat	1
50	M	ASY	115	0	0	Normal	120	Y	0.5	Flat	1
43	M	ASY	115	0	0	Normal	145	Y	2	Flat	1
38	F	ASY	110	0	0	Normal	156	N	0	Flat	1
54	M	ASY	120	0	0	Normal	155	N	0	Flat	1
61	M	ASY	150	0	0	Normal	105	Y	0	Flat	1
42	M	ASY	145	0	0	Normal	99	Y	0	Flat	1
53	M	ASY	130	0	0	LVH	135	Y	1	Flat	1
55	M	ASY	140	0	0	Normal	83	N	0	Flat	1
61	M	ASY	160	0	1	ST	145	N	1	Flat	1
51	M	ASY	140	0	0	Normal	60	N	0	Flat	1
70	M	ASY	115	0	0	ST	92	Y	0	Flat	1
61	M	ASY	130	0	0	LVH	115	N	0	Flat	1
38	M	ASY	150	0	1	Normal	120	Y	0.7	Flat	1
57	M	ASY	160	0	1	Normal	98	Y	2	Flat	1
38	M	ASY	135	0	1	Normal	150	N	0	Flat	1
62	F	TA	140	0	1	Normal	143	N	0	Flat	1
58	M	ASY	170	0	1	ST	105	Y	0	Flat	1
52	M	ASY	165	0	1	Normal	122	Y	1	Up	1
61	M	NAP	200	0	1	ST	70	N	0	Flat	1