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. 2022 Oct 28;12:18134. doi: 10.1038/s41598-022-22644-9

Table 4.

Accuracy of the machine learning models.

LR LDA KNN DT RF NB SVM
Without augmentation for (100*7) images 0.48929 0.35179 0.41786 0.44286 0.58571 0.34107 0.42143
With horizontal flip augmentation for (200*7) images 0.58125 0.57589 0.48393 0.68660 0.87321 0.363393 0.53125