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. 2021 Sep 20;29(1):583–594. doi: 10.1016/j.sjbs.2021.09.021

Table 11.

Performance of machine learning models after applying ROI extraction technique.

Model Accuracy Precision Recall F1-Score
SVM 0.968 0.951 0.975 0.963
RF 0.979 0.987 0.962 0.975
ETC 0.986 0.987 0.975 0.984
LR 0.965 0.951 0.969 0.960
KNN 0.955 0.909 0.993 0.949