HF-Prediction-Synthetic / Git / [35aed9] /heart_failure

Datasets:

WilliamD/

HF-Prediction-Synthetic

Downloads: 1

[35aed9]: / heart_failure_prediction.csv

History

Download this file

#	Age	Gender	Chest_Pain_Type	Resting_BP	Cholesterol	Fasting_Blood_Sugar	Resting_ECG	Max_Heart_Rate	Exercise_Induced_Angina	Oldpeak	Slope	Num_Major_Vessels	Thalassemia	Diabetes	Smoking_History	Alcohol_Consumption	Physical_Activity_Level	Family_History	BMI	Heart_Failure
1	69	Male	Atypical	106	250	1	ST-T Wave Abnormality	171	0	0.92	Flat	2	Normal	1	Former	Heavy	Low	0	36.92	1
2	32	Male	Non-anginal	124	396	1	Left Ventricular Hypertrophy	73	0	0.92	Downsloping	2	Reversible Defect	1	Current	None	Low	0	36.92	1
3	89	Female	Non-anginal	164	256	1	Left Ventricular Hypertrophy	157	0	0.92	Upsloping	1	Fixed Defect	1	Former	None	Low	0	36.92	0
4	78	Female	Typical	116	297	1	Normal	163	1	0.92	Flat	1	Reversible Defect	1	Former	Heavy	Low	1	36.92	0
5	38	Male	Non-anginal	88	386	1	ST-T Wave Abnormality	123	1	0.92	Upsloping	3	Fixed Defect	0	Never	Moderate	Low	1	36.92	1
6	92	Female	Non-anginal	140	123	0	ST-T Wave Abnormality	79	0	0.92	Flat	1	Reversible Defect	0	Never	Moderate	High	1	36.92	0
7	92	Male	Typical	114	108	1	Normal	137	0	0.92	Flat	0	Fixed Defect	1	Former	None	Low	1	36.92	0
8	41	Male	Atypical	185	231	1	Normal	83	1	0.92	Upsloping	2	Reversible Defect	1	Former	Heavy	Moderate	1	36.92	1
9	20	Female	Atypical	126	176	0	Normal	105	1	0.92	Upsloping	0	Fixed Defect	0	Current	Moderate	Moderate	0	36.92	0
10	39	Male	Atypical	195	325	1	Normal	77	0	0.92	Downsloping	2	Normal	1	Former	None	Low	0	36.92	1
11	70	Female	Non-anginal	100	230	1	Normal	170	0	0.92	Downsloping	0	Fixed Defect	0	Current	Heavy	Low	1	36.92	0
12	19	Male	Typical	96	189	0	ST-T Wave Abnormality	153	0	0.92	Downsloping	1	Fixed Defect	0	Never	Heavy	High	0	36.92	1
13	47	Male	Atypical	134	216	1	ST-T Wave Abnormality	157	1	0.92	Upsloping	2	Fixed Defect	0	Never	None	Moderate	1	36.92	1
14	55	Female	Atypical	167	209	0	Normal	64	1	0.92	Flat	1	Reversible Defect	0	Former	None	High	0	36.92	0
15	19	Male	Atypical	174	370	1	Normal	187	0	0.92	Downsloping	1	Normal	0	Current	Heavy	Low	1	36.92	1
16	81	Male	Atypical	85	326	1	Left Ventricular Hypertrophy	146	1	0.92	Upsloping	2	Reversible Defect	0	Current	Moderate	Moderate	0	36.92	0
17	77	Male	Typical	114	343	1	ST-T Wave Abnormality	179	0	0.92	Downsloping	0	Normal	1	Former	Heavy	High	1	36.92	1
18	38	Female	Atypical	129	154	0	ST-T Wave Abnormality	123	0	0.92	Downsloping	3	Reversible Defect	0	Current	Moderate	High	0	36.92	1
19	50	Male	Non-anginal	116	136	0	Normal	153	0	0.92	Downsloping	1	Fixed Defect	1	Former	Heavy	High	1	36.92	0
20	93	Male	Non-anginal	92	154	0	ST-T Wave Abnormality	180	0	0.92	Flat	1	Fixed Defect	0	Never	Moderate	Moderate	1	36.92	1
21	75	Male	Typical	104	111	0	ST-T Wave Abnormality	159	0	0.92	Upsloping	2	Reversible Defect	0	Former	Heavy	High	0	36.92	0
22	39	Female	Asymptomatic	175	284	1	ST-T Wave Abnormality	194	0	0.92	Flat	2	Fixed Defect	1	Never	None	High	1	36.92	0
23	66	Female	Atypical	80	336	0	Left Ventricular Hypertrophy	118	0	0.92	Downsloping	0	Reversible Defect	0	Never	Heavy	Moderate	0	36.92	0
24	76	Female	Atypical	128	392	1	ST-T Wave Abnormality	128	1	0.92	Downsloping	1	Reversible Defect	0	Never	None	Low	1	36.92	0
25	59	Female	Non-anginal	114	303	1	Normal	108	0	0.92	Flat	3	Normal	1	Current	Moderate	High	0	36.92	0
26	77	Female	Typical	162	310	1	ST-T Wave Abnormality	70	1	0.92	Downsloping	1	Fixed Defect	0	Current	Moderate	Low	1	36.92	1
27	97	Male	Asymptomatic	132	325	1	ST-T Wave Abnormality	160	0	0.92	Downsloping	0	Fixed Defect	1	Former	Heavy	Moderate	1	36.92	0
28	32	Female	Non-anginal	131	106	1	Left Ventricular Hypertrophy	189	0	0.92	Flat	3	Fixed Defect	0	Current	None	Moderate	0	36.92	0
29	79	Female	Asymptomatic	133	319	0	ST-T Wave Abnormality	169	0	0.92	Upsloping	2	Reversible Defect	1	Current	None	High	1	36.92	0
30	79	Male	Typical	155	127	1	Left Ventricular Hypertrophy	86	0	0.92	Downsloping	2	Normal	0	Current	Moderate	High	1	36.92	0
31	64	Female	Typical	183	392	1	Left Ventricular Hypertrophy	123	0	0.92	Downsloping	2	Fixed Defect	0	Never	Heavy	Moderate	0	36.92	1
32	79	Male	Typical	183	311	0	Left Ventricular Hypertrophy	149	0	0.92	Upsloping	0	Reversible Defect	0	Never	None	High	1	36.92	0
33	68	Female	Non-anginal	126	288	1	ST-T Wave Abnormality	75	1	0.92	Flat	2	Fixed Defect	0	Never	None	High	1	36.92	0
34	72	Male	Typical	122	174	0	Normal	132	0	0.92	Flat	3	Normal	1	Never	Heavy	Low	0	36.92	0
35	81	Male	Non-anginal	99	341	1	Normal	175	0	0.92	Downsloping	2	Reversible Defect	1	Never	None	Low	0	36.92	0
36	20	Female	Non-anginal	112	213	0	ST-T Wave Abnormality	192	1	0.92	Downsloping	0	Reversible Defect	1	Current	Moderate	Moderate	0	36.92	0
37	68	Female	Atypical	172	266	1	Left Ventricular Hypertrophy	66	1	0.92	Flat	1	Reversible Defect	1	Former	Moderate	High	0	36.92	1
38	24	Male	Non-anginal	95	205	1	Normal	120	1	0.92	Downsloping	1	Reversible Defect	1	Current	Heavy	High	1	36.92	1
39	38	Male	Non-anginal	157	250	0	ST-T Wave Abnormality	155	0	0.92	Flat	3	Normal	0	Former	None	Low	1	36.92	0
40	90	Male	Atypical	86	183	1	Normal	179	0	0.92	Flat	0	Reversible Defect	0	Never	Moderate	High	1	36.92	1
41	56	Male	Asymptomatic	149	311	1	ST-T Wave Abnormality	90	1	0.92	Flat	2	Reversible Defect	0	Former	None	Low	0	36.92	0
42	35	Male	Atypical	100	366	0	Left Ventricular Hypertrophy	107	1	0.92	Downsloping	2	Reversible Defect	1	Current	Moderate	Moderate	1	36.92	0
43	21	Male	Atypical	115	368	0	Normal	150	0	0.92	Flat	1	Normal	1	Current	Moderate	Moderate	0	36.92	1
44	77	Male	Typical	165	276	1	ST-T Wave Abnormality	65	1	0.92	Upsloping	2	Fixed Defect	0	Current	Moderate	Moderate	0	36.92	1
45	31	Female	Typical	183	370	0	ST-T Wave Abnormality	88	0	0.92	Upsloping	1	Fixed Defect	1	Never	None	Moderate	0	36.92	0
46	26	Male	Atypical	133	281	1	Normal	196	1	0.92	Flat	1	Normal	1	Current	Moderate	Moderate	0	36.92	0
47	70	Female	Typical	98	258	0	ST-T Wave Abnormality	143	0	0.92	Upsloping	2	Normal	0	Current	Heavy	High	0	36.92	0
48	19	Female	Atypical	104	288	0	Normal	173	0	0.92	Flat	1	Reversible Defect	1	Never	Heavy	High	0	36.92	0
49	77	Male	Typical	146	285	0	ST-T Wave Abnormality	198	1	0.92	Downsloping	1	Normal	1	Current	None	High	0	36.92	1
50	88	Male	Non-anginal	179	345	1	Normal	78	0	0.92	Downsloping	0	Fixed Defect	0	Never	Moderate	Low	0	36.92	1
51	61	Female	Typical	188	141	1	Left Ventricular Hypertrophy	133	1	0.92	Downsloping	2	Fixed Defect	0	Current	Heavy	High	1	36.92	0
52	25	Male	Typical	132	384	1	Normal	192	0	0.92	Flat	0	Fixed Defect	1	Never	Heavy	Low	1	36.92	1
53	64	Male	Non-anginal	177	399	0	ST-T Wave Abnormality	162	1	0.92	Flat	2	Normal	0	Never	Moderate	High	0	36.92	1
54	52	Female	Atypical	154	393	1	Left Ventricular Hypertrophy	129	1	0.92	Upsloping	2	Normal	1	Current	None	Moderate	1	36.92	0
55	95	Female	Typical	127	280	1	Left Ventricular Hypertrophy	154	1	0.92	Upsloping	2	Reversible Defect	0	Former	None	Low	1	36.92	0
56	98	Female	Typical	121	281	0	Normal	77	1	0.92	Downsloping	2	Reversible Defect	0	Current	None	Low	0	36.92	0
57	53	Male	Non-anginal	126	317	0	Normal	80	1	0.92	Flat	3	Reversible Defect	0	Former	None	High	0	36.92	1
58	67	Male	Non-anginal	170	262	1	Normal	65	0	0.92	Upsloping	3	Reversible Defect	1	Current	Moderate	High	0	36.92	0
59	21	Female	Non-anginal	121	145	1	Left Ventricular Hypertrophy	83	1	0.92	Downsloping	1	Reversible Defect	1	Current	None	Low	0	36.92	1
60	19	Male	Asymptomatic	81	191	1	Left Ventricular Hypertrophy	119	0	0.92	Flat	0	Normal	0	Former	Moderate	High	0	36.92	0
61	23	Female	Non-anginal	85	204	1	Normal	87	0	0.92	Upsloping	0	Fixed Defect	1	Never	Moderate	Low	0	36.92	1
62	71	Male	Atypical	125	306	1	ST-T Wave Abnormality	133	1	0.92	Upsloping	1	Reversible Defect	1	Former	Moderate	Low	1	36.92	0
63	21	Female	Typical	145	238	0	Left Ventricular Hypertrophy	82	0	0.92	Upsloping	0	Reversible Defect	1	Former	None	Moderate	0	36.92	0
64	71	Male	Typical	185	128	1	Normal	138	0	0.92	Upsloping	3	Fixed Defect	1	Never	None	High	1	36.92	0
65	80	Female	Asymptomatic	160	350	1	ST-T Wave Abnormality	105	0	0.92	Downsloping	0	Fixed Defect	1	Current	Moderate	Moderate	0	36.92	0
66	35	Male	Typical	119	290	1	Normal	171	1	0.92	Downsloping	2	Fixed Defect	0	Former	Moderate	High	1	36.92	1
67	61	Male	Typical	137	146	0	Left Ventricular Hypertrophy	96	0	0.92	Upsloping	2	Fixed Defect	0	Former	Moderate	Low	1	36.92	1
68	51	Female	Atypical	191	350	0	Left Ventricular Hypertrophy	107	0	0.92	Flat	2	Normal	1	Former	Moderate	Low	0	36.92	1
69	91	Male	Typical	157	362	1	Normal	137	0	0.92	Flat	2	Fixed Defect	1	Current	Moderate	Moderate	0	36.92	1
70	79	Male	Atypical	153	163	1	ST-T Wave Abnormality	174	1	0.92	Flat	1	Reversible Defect	1	Former	Heavy	High	1	36.92	0
71	31	Female	Asymptomatic	188	367	1	Left Ventricular Hypertrophy	95	1	0.92	Downsloping	1	Fixed Defect	1	Current	Moderate	High	0	36.92	0
72	65	Male	Atypical	112	111	1	Normal	119	1	0.92	Flat	3	Reversible Defect	0	Former	Moderate	Moderate	0	36.92	1
73	32	Male	Non-anginal	185	391	0	Normal	138	1	0.92	Flat	3	Normal	0	Former	Heavy	Low	0	36.92	1
74	89	Male	Non-anginal	141	128	1	ST-T Wave Abnormality	172	1	0.92	Flat	3	Reversible Defect	0	Never	Heavy	Moderate	1	36.92	0
75	95	Female	Asymptomatic	197	238	1	ST-T Wave Abnormality	156	1	0.92	Flat	1	Normal	1	Former	Moderate	Moderate	0	36.92	0
76	79	Female	Typical	91	184	1	Left Ventricular Hypertrophy	170	1	0.92	Downsloping	0	Reversible Defect	1	Never	Moderate	Low	1	36.92	0
77	57	Female	Atypical	175	173	0	ST-T Wave Abnormality	107	1	0.92	Flat	2	Normal	1	Never	None	Moderate	1	36.92	0
78	97	Female	Non-anginal	128	350	0	ST-T Wave Abnormality	179	1	0.92	Upsloping	0	Fixed Defect	1	Current	Heavy	High	1	36.92	0
79	99	Female	Atypical	167	323	0	Left Ventricular Hypertrophy	102	1	0.92	Downsloping	2	Normal	0	Former	Moderate	High	1	36.92	0
80	70	Male	Non-anginal	157	146	0	Normal	100	0	0.92	Flat	3	Fixed Defect	1	Former	Heavy	Moderate	1	36.92	1
81	41	Male	Atypical	84	180	0	Left Ventricular Hypertrophy	122	1	0.92	Upsloping	2	Normal	1	Never	Moderate	Low	1	36.92	0
82	43	Female	Typical	130	220	1	Left Ventricular Hypertrophy	131	0	0.92	Downsloping	0	Fixed Defect	0	Never	None	High	1	36.92	0
83	77	Male	Asymptomatic	148	142	0	ST-T Wave Abnormality	62	0	0.92	Upsloping	0	Normal	1	Current	Heavy	High	1	36.92	1
84	58	Male	Typical	190	245	1	ST-T Wave Abnormality	113	0	0.92	Flat	3	Reversible Defect	0	Current	None	Moderate	0	36.92	0
85	46	Male	Atypical	111	173	1	Normal	178	0	0.92	Flat	3	Reversible Defect	0	Never	Moderate	Low	1	36.92	1
86	32	Male	Non-anginal	188	152	1	ST-T Wave Abnormality	93	0	0.92	Flat	0	Reversible Defect	0	Former	Heavy	High	1	36.92	0
87	62	Female	Non-anginal	128	332	0	Normal	186	0	0.92	Upsloping	3	Fixed Defect	0	Current	None	Low	1	36.92	0
88	82	Female	Asymptomatic	176	394	0	Normal	185	1	0.92	Downsloping	1	Reversible Defect	0	Former	Moderate	High	0	36.92	1
89	88	Male	Typical	139	299	0	Normal	60	0	0.92	Upsloping	3	Reversible Defect	1	Never	None	Low	0	36.92	1
90	26	Male	Typical	125	261	1	Left Ventricular Hypertrophy	158	0	0.92	Upsloping	0	Normal	0	Never	None	High	0	36.92	0
91	18	Female	Typical	147	136	1	ST-T Wave Abnormality	69	1	0.92	Upsloping	1	Reversible Defect	0	Never	Moderate	Moderate	1	36.92	0
92	25	Male	Non-anginal	173	196	0	ST-T Wave Abnormality	142	0	0.92	Flat	0	Fixed Defect	1	Current	Moderate	Low	0	36.92	1
93	80	Male	Asymptomatic	120	148	0	Normal	198	0	0.92	Upsloping	1	Fixed Defect	0	Current	Heavy	Low	0	36.92	1
94	28	Male	Non-anginal	160	109	0	ST-T Wave Abnormality	178	1	0.92	Upsloping	3	Normal	0	Never	None	High	1	36.92	0
95	98	Female	Typical	146	139	1	Normal	186	0	0.92	Upsloping	3	Fixed Defect	1	Former	Heavy	Low	1	36.92	1
96	25	Female	Atypical	92	252	1	ST-T Wave Abnormality	158	1	0.92	Downsloping	0	Fixed Defect	1	Current	Moderate	Low	1	36.92	0
97	52	Male	Non-anginal	187	205	0	Left Ventricular Hypertrophy	125	1	0.92	Upsloping	1	Normal	0	Never	Moderate	High	0	36.92	1
98	52	Male	Asymptomatic	191	140	1	ST-T Wave Abnormality	62	0	0.92	Upsloping	0	Reversible Defect	0	Never	None	Moderate	0	36.92	1
99	50	Male	Typical	179	263	1	Normal	118	0	0.92	Flat	2	Normal	0	Former	Moderate	Moderate	1	36.92	0
100	22	Male	Atypical	97	357	0	Left Ventricular Hypertrophy	164	0	0.92	Upsloping	3	Normal	1	Current	None	Moderate	1	36.92	1