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. 2022 May 31;22(11):4174. doi: 10.3390/s22114174

Table 3.

Results of General Model with SMOTE.

Model Accuracy Recall F1-Score
k-NN 67.0 80.0 61.0
Support Vector 57.0 30.0 25.0
Decition Tree 62.0 40.0 36.0
Random Forest 66.0 43.0 43.0
Gradient Boost 66.0 47.0 45.0
XG Boost 59.0 30.0 26.0
3-MLP 71.0 72.0 61.0
4-MLP 69.0 78.0 61.0