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Nnaodeh
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Stroke_Prediction_Dataset

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train · 5.11k rows

id int64 67 72.9k	gender stringclasses 3 values	age float64 0.08 82	hypertension int64 0 1	heart_disease int64 0 1	ever_married stringclasses 2 values	work_type stringclasses 5 values	Residence_type stringclasses 2 values	avg_glucose_level float64 55.1 272	bmi float64 10.3 97.6 ⌀	smoking_status stringclasses 4 values	stroke int64 0 1
9,046	Male	67	0	1	Yes	Private	Urban	228.69	36.6	formerly smoked	1
51,676	Female	61	0	0	Yes	Self-employed	Rural	202.21	null	never smoked	1
31,112	Male	80	0	1	Yes	Private	Rural	105.92	32.5	never smoked	1
60,182	Female	49	0	0	Yes	Private	Urban	171.23	34.4	smokes	1
1,665	Female	79	1	0	Yes	Self-employed	Rural	174.12	24	never smoked	1
56,669	Male	81	0	0	Yes	Private	Urban	186.21	29	formerly smoked	1
53,882	Male	74	1	1	Yes	Private	Rural	70.09	27.4	never smoked	1
10,434	Female	69	0	0	No	Private	Urban	94.39	22.8	never smoked	1
27,419	Female	59	0	0	Yes	Private	Rural	76.15	null	Unknown	1
60,491	Female	78	0	0	Yes	Private	Urban	58.57	24.2	Unknown	1
12,109	Female	81	1	0	Yes	Private	Rural	80.43	29.7	never smoked	1
12,095	Female	61	0	1	Yes	Govt_job	Rural	120.46	36.8	smokes	1
12,175	Female	54	0	0	Yes	Private	Urban	104.51	27.3	smokes	1
8,213	Male	78	0	1	Yes	Private	Urban	219.84	null	Unknown	1
5,317	Female	79	0	1	Yes	Private	Urban	214.09	28.2	never smoked	1
58,202	Female	50	1	0	Yes	Self-employed	Rural	167.41	30.9	never smoked	1
56,112	Male	64	0	1	Yes	Private	Urban	191.61	37.5	smokes	1
34,120	Male	75	1	0	Yes	Private	Urban	221.29	25.8	smokes	1
27,458	Female	60	0	0	No	Private	Urban	89.22	37.8	never smoked	1
25,226	Male	57	0	1	No	Govt_job	Urban	217.08	null	Unknown	1
70,630	Female	71	0	0	Yes	Govt_job	Rural	193.94	22.4	smokes	1
13,861	Female	52	1	0	Yes	Self-employed	Urban	233.29	48.9	never smoked	1
68,794	Female	79	0	0	Yes	Self-employed	Urban	228.7	26.6	never smoked	1
64,778	Male	82	0	1	Yes	Private	Rural	208.3	32.5	Unknown	1
4,219	Male	71	0	0	Yes	Private	Urban	102.87	27.2	formerly smoked	1
70,822	Male	80	0	0	Yes	Self-employed	Rural	104.12	23.5	never smoked	1
38,047	Female	65	0	0	Yes	Private	Rural	100.98	28.2	formerly smoked	1
61,843	Male	58	0	0	Yes	Private	Rural	189.84	null	Unknown	1
54,827	Male	69	0	1	Yes	Self-employed	Urban	195.23	28.3	smokes	1
69,160	Male	59	0	0	Yes	Private	Rural	211.78	null	formerly smoked	1
43,717	Male	57	1	0	Yes	Private	Urban	212.08	44.2	smokes	1
33,879	Male	42	0	0	Yes	Private	Rural	83.41	25.4	Unknown	1
39,373	Female	82	1	0	Yes	Self-employed	Urban	196.92	22.2	never smoked	1
54,401	Male	80	0	1	Yes	Self-employed	Urban	252.72	30.5	formerly smoked	1
14,248	Male	48	0	0	No	Govt_job	Urban	84.2	29.7	never smoked	1
712	Female	82	1	1	No	Private	Rural	84.03	26.5	formerly smoked	1
47,269	Male	74	0	0	Yes	Private	Rural	219.72	33.7	formerly smoked	1
24,977	Female	72	1	0	Yes	Private	Rural	74.63	23.1	formerly smoked	1
47,306	Male	58	0	0	No	Private	Rural	92.62	32	Unknown	1
62,602	Female	49	0	0	Yes	Private	Urban	60.91	29.9	never smoked	1
4,651	Male	78	0	0	Yes	Private	Rural	78.03	23.9	formerly smoked	1
1,261	Male	54	0	0	Yes	Private	Urban	71.22	28.5	never smoked	1
61,960	Male	82	0	1	Yes	Private	Urban	144.9	26.4	smokes	1
1,845	Female	63	0	0	Yes	Private	Urban	90.9	null	formerly smoked	1
7,937	Male	60	1	0	Yes	Govt_job	Urban	213.03	20.2	smokes	1
19,824	Male	76	1	0	Yes	Private	Rural	243.58	33.6	never smoked	1
37,937	Female	75	0	1	No	Self-employed	Urban	109.78	null	Unknown	1
47,472	Female	58	0	0	Yes	Private	Urban	107.26	38.6	formerly smoked	1
35,626	Male	81	0	0	Yes	Self-employed	Urban	99.33	33.7	never smoked	1
36,338	Female	39	1	0	Yes	Private	Rural	58.09	39.2	smokes	1
18,587	Female	76	0	0	No	Private	Urban	89.96	null	Unknown	1
15,102	Male	78	1	0	Yes	Private	Urban	75.32	null	formerly smoked	1
59,190	Female	79	0	1	Yes	Private	Rural	127.29	27.7	never smoked	1
47,167	Female	77	1	0	Yes	Self-employed	Urban	124.13	31.4	never smoked	1
8,752	Female	63	0	0	Yes	Govt_job	Urban	197.54	null	never smoked	1
25,831	Male	63	0	1	Yes	Private	Rural	196.71	36.5	formerly smoked	1
38,829	Female	82	0	0	Yes	Private	Rural	59.32	33.2	never smoked	1
66,400	Male	78	0	0	Yes	Private	Urban	237.75	null	formerly smoked	1
58,631	Male	73	1	0	Yes	Self-employed	Urban	194.99	32.8	never smoked	1
5,111	Female	54	1	0	Yes	Govt_job	Urban	180.93	27.7	never smoked	1
10,710	Female	56	0	0	Yes	Private	Urban	185.17	40.4	formerly smoked	1
55,927	Female	80	1	0	Yes	Private	Rural	74.9	22.2	never smoked	1
65,842	Female	67	1	0	Yes	Self-employed	Rural	61.94	25.3	smokes	1
19,557	Female	45	0	0	Yes	Private	Rural	93.72	30.2	formerly smoked	1
7,356	Male	75	0	0	Yes	Private	Urban	104.72	null	Unknown	1
17,013	Male	78	1	0	No	Private	Urban	113.01	24	never smoked	1
17,004	Female	70	0	0	Yes	Private	Urban	221.58	47.5	never smoked	1
72,366	Male	76	0	0	Yes	Private	Urban	104.47	20.3	Unknown	1
6,118	Male	59	0	0	Yes	Private	Urban	86.23	30	formerly smoked	1
7,371	Female	80	1	0	Yes	Self-employed	Rural	72.67	28.9	never smoked	1
70,676	Female	76	0	0	Yes	Govt_job	Rural	62.57	null	formerly smoked	1
2,326	Female	67	1	0	Yes	Private	Rural	179.12	28.1	formerly smoked	1
27,169	Female	66	1	0	Yes	Govt_job	Rural	116.55	31.1	formerly smoked	1
50,784	Male	63	0	0	Yes	Private	Rural	228.56	27.4	never smoked	1
19,773	Female	52	0	0	Yes	Private	Rural	96.59	26.4	never smoked	1
66,159	Female	80	0	1	Yes	Self-employed	Rural	66.72	21.7	formerly smoked	1
36,236	Male	80	1	0	Yes	Private	Urban	240.09	27	never smoked	1
71,673	Female	79	0	0	Yes	Private	Urban	110.85	24.1	formerly smoked	1
45,805	Female	51	0	0	Yes	Private	Urban	165.31	null	never smoked	1
42,117	Male	43	0	0	Yes	Self-employed	Urban	143.43	45.9	Unknown	1
57,419	Male	59	0	0	Yes	Private	Rural	96.16	44.1	Unknown	1
26,015	Female	66	0	0	Yes	Self-employed	Urban	101.45	null	Unknown	1
26,727	Female	79	0	0	No	Private	Rural	88.92	22.9	never smoked	1
66,638	Female	68	1	0	No	Self-employed	Urban	79.79	29.7	never smoked	1
70,042	Male	58	0	0	Yes	Private	Urban	71.2	null	Unknown	1
32,399	Male	54	0	0	Yes	Private	Rural	96.97	29.1	smokes	1
3,253	Male	61	0	1	Yes	Private	Rural	111.81	27.3	smokes	1
71,796	Female	70	0	1	Yes	Private	Rural	59.35	32.3	formerly smoked	1
14,499	Male	47	0	0	Yes	Private	Urban	86.94	41.1	formerly smoked	1
49,130	Male	74	0	0	Yes	Private	Urban	98.55	25.6	Unknown	1
28,291	Female	79	0	1	Yes	Private	Urban	226.98	29.8	never smoked	1
51,169	Male	81	0	0	Yes	Private	Urban	72.81	26.3	never smoked	1
66,315	Female	57	0	0	No	Self-employed	Urban	68.02	37.5	never smoked	1
37,726	Female	80	1	0	Yes	Self-employed	Urban	68.56	26.2	Unknown	1
54,385	Male	45	0	0	Yes	Private	Rural	64.14	29.4	never smoked	1
2,458	Female	78	0	0	Yes	Private	Rural	235.63	32.3	never smoked	1
35,512	Female	70	0	0	Yes	Self-employed	Rural	76.34	24.4	formerly smoked	1
56,841	Male	58	0	1	Yes	Private	Rural	240.59	31.4	smokes	1
8,154	Male	57	1	0	Yes	Govt_job	Urban	78.92	27.7	formerly smoked	1
4,639	Female	69	0	0	Yes	Govt_job	Urban	82.81	28	never smoked	1

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Models trained or fine-tuned on Nnaodeh/Stroke_Prediction_Dataset

srieas/TestModel

Tabular Classification • Updated Jan 20