**Appendix A**

Here, we present the detailed results related to our numerical study, especially the ones related to the five substages.

The results obtained in Substage 1, with some additional parameters (such as test/model average and test/model maximum) are shown in Table A1.


**Table A1.** Accuracies obtained in Substage 1 tests.

All results of Substage 2 are presented in Table A2.

#### **Table A2.** Accuracies obtained in Substage 2 tests.


The results of Substage 3 are presented in Table A3.


**Table A3.** Accuracies obtained in Substage 3 tests.

The results of Substage 4 are shown in Table A4.

**Table A4.** Accuracies obtained in Substage 4 tests.


The accuracies obtained by the classifiers in Substage 5 are presented in Table A5.

**Table A5.** Accuracies obtained in Substage 5 tests.


The confusion matrices of MNB (1) and MNB (2) are identical and presented below as Table A6.

**Table A6.** MNB (1) and MNB (2) confusion matrix in Substage 5.

