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. 2025 Aug 26;15:31481. doi: 10.1038/s41598-025-14728-z

Table 4.

SD in accuracy and F-measure.

Classifier Mean (Accuracy)
Rate
Standard Deviation
(Accuracy)
Mean F1-score Standard Deviation
(F1-score)
DT 0.9452 0.019303 0.921 0.013703
k-NN 0.9682 0.01039 0.907 0.0082327
SVM 0.9783 0.0078888 0.9718 0.0090652
RF 0.9879 0.0041753 0.9815 0.0062405