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. 2022 May 13;14(7):9767–9779. doi: 10.1007/s12652-022-03862-5

Table 2.

Average performance of the classifiers using self collected data

Methods Measures Classifiers
DT NB RF SVM
ReliefF Precision 86.13% 87.04% 89.74% 90.48%
Recall 86.46% 87.37% 89.67% 91.79%
F-score 86.29% 87.20% 89.70% 91.13%
Accuracy 88.37% 89.97% 92.57% 93.10%
GRF Precision 89.83% 91.62% 91.86% 95.78%
Recall 90.24% 91.94% 92.63% 95.91%
F-score 90.03% 91.78% 92.24% 95.84%
Accuracy 93.74% 94.48% 95.48% 98.01%
GRRF Precision 92.57% 93.27% 95.27% 97.28%
Recall 92.65% 93.37% 95.37% 97.13%
F-score 92.61% 93.32% 95.32% 97.20%
Accuracy 94.59% 96.54% 97.74% 99.10%