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
50	F	ASY	160	0	1	Normal	110	N	0	Flat	1
51	M	ASY	130	0	1	ST	163	N	0	Flat	1
65	M	ASY	145	0	1	ST	67	N	0.7	Flat	1
52	M	ASY	135	0	1	Normal	128	Y	2	Flat	1
47	M	NAP	110	0	1	Normal	120	Y	0	Flat	1
35	M	ASY	120	0	1	Normal	130	Y	1.2	Flat	1
57	M	ASY	140	0	1	Normal	100	Y	0	Flat	1
62	M	ASY	115	0	1	Normal	72	Y	-0.5	Flat	1
59	M	ASY	110	0	1	Normal	94	N	0	Flat	1
53	M	NAP	160	0	1	LVH	122	Y	0	Flat	1
62	M	ASY	150	0	1	ST	78	N	2	Flat	1
54	M	ASY	180	0	1	Normal	150	N	1.5	Flat	1
56	M	ASY	125	0	1	Normal	103	Y	1	Flat	1
56	M	NAP	125	0	1	Normal	98	N	-2	Flat	1
54	M	ASY	130	0	1	Normal	110	Y	3	Flat	1
66	F	ASY	155	0	1	Normal	90	N	0	Flat	1
63	M	ASY	140	260	0	ST	112	Y	3	Flat	1
44	M	ASY	130	209	0	ST	127	N	0	Up	0
60	M	ASY	132	218	0	ST	140	Y	1.5	Down	1
55	M	ASY	142	228	0	ST	149	Y	2.5	Up	1
66	M	NAP	110	213	1	LVH	99	Y	1.3	Flat	0
66	M	NAP	120	0	0	ST	120	N	-0.5	Up	0
65	M	ASY	150	236	1	ST	105	Y	0	Flat	1
60	M	NAP	180	0	0	ST	140	Y	1.5	Flat	0
60	M	NAP	120	0	1	Normal	141	Y	2	Up	1
60	M	ATA	160	267	1	ST	157	N	0.5	Flat	1
56	M	ATA	126	166	0	ST	140	N	0	Up	0
59	M	ASY	140	0	0	ST	117	Y	1	Flat	1
62	M	ASY	110	0	0	Normal	120	Y	0.5	Flat	1
63	M	NAP	133	0	0	LVH	120	Y	1	Flat	1
57	M	ASY	128	0	1	ST	148	Y	1	Flat	1
62	M	ASY	120	220	0	ST	86	N	0	Up	0
63	M	ASY	170	177	0	Normal	84	Y	2.5	Down	1
46	M	ASY	110	236	0	Normal	125	Y	2	Flat	1
63	M	ASY	126	0	0	ST	120	N	1.5	Down	0
60	M	ASY	152	0	0	ST	118	Y	0	Up	0
58	M	ASY	116	0	0	Normal	124	N	1	Up	1
64	M	ASY	120	0	1	ST	106	N	2	Flat	1
63	M	NAP	130	0	0	ST	111	Y	0	Flat	1
74	M	NAP	138	0	0	Normal	116	N	0.2	Up	0
52	M	NAP	128	0	0	ST	180	N	3	Up	1
69	M	ASY	130	0	1	ST	129	N	1	Flat	1
51	M	ASY	128	0	1	ST	125	Y	1.2	Flat	1
60	M	ASY	130	186	1	ST	140	Y	0.5	Flat	1
56	M	ASY	120	100	0	Normal	120	Y	1.5	Flat	1
55	M	NAP	136	228	0	ST	124	Y	1.6	Flat	1
54	M	ASY	130	0	0	ST	117	Y	1.4	Flat	1
77	M	ASY	124	171	0	ST	110	Y	2	Up	1
63	M	ASY	160	230	1	Normal	105	Y	1	Flat	1
55	M	NAP	0	0	0	Normal	155	N	1.5	Flat	1
52	M	NAP	122	0	0	Normal	110	Y	2	Down	1
64	M	ASY	144	0	0	ST	122	Y	1	Flat	1
60	M	ASY	140	281	0	ST	118	Y	1.5	Flat	1
60	M	ASY	120	0	0	Normal	133	Y	2	Up	0
58	M	ASY	136	203	1	Normal	123	Y	1.2	Flat	1
59	M	ASY	154	0	0	ST	131	Y	1.5	Up	0
61	M	NAP	120	0	0	Normal	80	Y	0	Flat	1
40	M	ASY	125	0	1	Normal	165	N	0	Flat	1
61	M	ASY	134	0	1	ST	86	N	1.5	Flat	1
41	M	ASY	104	0	0	ST	111	N	0	Up	0
57	M	ASY	139	277	1	ST	118	Y	1.9	Flat	1
63	M	ASY	136	0	0	Normal	84	Y	0	Flat	1
59	M	ASY	122	233	0	Normal	117	Y	1.3	Down	1
51	M	ASY	128	0	0	Normal	107	N	0	Up	0
59	M	NAP	131	0	0	Normal	128	Y	2	Down	1
42	M	NAP	134	240	0	Normal	160	N	0	Up	0
55	M	NAP	120	0	0	ST	125	Y	2.5	Flat	1
63	F	ATA	132	0	0	Normal	130	N	0.1	Up	0
62	M	ASY	152	153	0	ST	97	Y	1.6	Up	1
56	M	ATA	124	224	1	Normal	161	N	2	Flat	0
53	M	ASY	126	0	0	Normal	106	N	0	Flat	1
68	M	ASY	138	0	0	Normal	130	Y	3	Flat	1
53	M	ASY	154	0	1	ST	140	Y	1.5	Flat	1
60	M	NAP	141	316	1	ST	122	Y	1.7	Flat	1
62	M	ATA	131	0	0	Normal	130	N	0.1	Up	0
59	M	ASY	178	0	1	LVH	120	Y	0	Flat	1
51	M	ASY	132	218	1	LVH	139	N	0.1	Up	0
61	M	ASY	110	0	1	Normal	108	Y	2	Down	1
57	M	ASY	130	311	1	ST	148	Y	2	Flat	1
56	M	NAP	170	0	0	LVH	123	Y	2.5	Flat	1
58	M	ATA	126	0	1	Normal	110	Y	2	Flat	1
69	M	NAP	140	0	1	ST	118	N	2.5	Down	1
67	M	TA	142	270	1	Normal	125	N	2.5	Up	1
58	M	ASY	120	0	0	LVH	106	Y	1.5	Down	1
65	M	ASY	134	0	0	Normal	112	Y	1.1	Flat	1
63	M	ATA	139	217	1	ST	128	Y	1.2	Flat	1
55	M	ATA	110	214	1	ST	180	N	0.4	Up	0
57	M	ASY	140	214	0	ST	144	Y	2	Flat	1
65	M	TA	140	252	0	Normal	135	N	0.3	Up	0
54	M	ASY	136	220	0	Normal	140	Y	3	Flat	1
72	M	NAP	120	214	0	Normal	102	Y	1	Flat	1
75	M	ASY	170	203	1	ST	108	N	0	Flat	1
49	M	TA	130	0	0	ST	145	N	3	Flat	1
51	M	NAP	137	339	0	Normal	127	Y	1.7	Flat	1
60	M	ASY	142	216	0	Normal	110	Y	2.5	Flat	1
64	F	ASY	142	276	0	Normal	140	Y	1	Flat	1
58	M	ASY	132	458	1	Normal	69	N	1	Down	0
61	M	ASY	146	241	0	Normal	148	Y	3	Down	1
67	M	ASY	160	384	1	ST	130	Y	0	Flat	1
62	M	ASY	135	297	0	Normal	130	Y	1	Flat	1