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. 2022 Mar 8;12:3762. doi: 10.1038/s41598-022-07723-1

Table 4.

Classification results.

Classifier Fold Accuracy Precision Recall F1-score
Random Forest 1 0.97 0.97 0.98 0.97
2 1.00 1.00 1.00 1.00
3 1.00 1.00 1.00 1.00
Validation: 0.91 0.91 0.92 0.92
XGBoost 1 1.00 1.00 1.00 1.00
2 1.00 1.00 1.00 1.00
3 1.00 1.00 1.00 1.00
Validation: 0.89 0.90 0.90 0.89
Naïve Bayes 1 0.96 0.96 0.96 0.96
2 0.95 0.95 0.95 0.95
3 0.97 0.97 0.97 0.97
Validation: 0.92 0.93 0.93 0.92
CNN 1 0.78 1.00 0.61 0.75
2 0.83 1.00 0.69 0.82
3 0.81 1.00 0.67 0.80
Validation: 0.75 1.00 0.58 0.73