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. 2022 Dec 20;11(1):1. doi: 10.3390/dj11010001

Table 5.

Layer 2—Accuracy.

Model Accuracy Precision Recall F1
1 Random_Forest_Classifier 91.60% 92.31% 91.67% 91.29%
2 Decision_Tree_Classifier 91.36% 91.29% 91.29% 91.29%
3 XGB *_Classifier 91.30% 92.31% 91.67% 91.29%
4 Linear_SVM ** 90.00% 91.67% 90.00% 89.90%
5 Logistic_Regression 82.61% 82.58% 82.58% 82.58%
6 Naive_Bayes_Classifier 69.57% 74.11% 70.45% 68.62%
7 K-Neighbors_Classifier 60.87% 61.90% 61.36% 60.57%
Layer 2 Average 82.47% 83.74% 82.72% 82.22%

* XGB—eXtreme Gradient Boosting. ** SVM—Support Vector Machine.