Table 7 Performance comparison between proposed method and previous study.

From: Optimizing brain stroke detection with a weighted voting ensemble machine learning model

Model

Accuracy

Study

Logistic regression

78.40%

39

Support vector machines

78.40%

40

Naïve bayes

77.40%

41

K-Nearest neighbor

91.72%

42

RF + XGBoost + HGB

92.31%

Current study

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