BMC Medical Informatics and Decision Making

Table 5 Comparison of the obtained results with the existing ones

From: Improving stroke risk prediction by integrating XGBoost, optimized principal component analysis, and explainable artificial intelligence

	Precision			Recall			f1-score			Support
	[21]	Our approach		[21]	Our approach		[21]	Our approach		[21]	Our approach
	[21]	a)	b)	[21]	a)	b)	[21]	a)	b)	[21]	a)	b)
0	0.97	0.95	0.96	0.87	0.97	0.93	0.92	0.96	0.94	960	960	976
1	0.21	0.24	0.93	0.52	0.15	0.96	0.29	0.18	0.95	62	62	968
accuracy							0.85	0.92	0.95	1022	1022	1944
macro avg	0.59	0.59	0.95	0.69	0.56	0.95	0.61	0.57	0.95	1022	1022	1944
weighted avg	0.92	0.90	0.95	0.85	0.92	0.95	0.88	0.92	0.95	1022	1022	1944

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ISSN: 1472-6947

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