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. 2018 Nov 26;18(12):4132. doi: 10.3390/s18124132

Table 12.

Overall performance evaluation of ensemble methods for the 10-fold cross-validation.

Overall Accuracy Rate
10-Fold Cross-Validation
Ensemble Method SVM RF p-Value
Bagging 99.07% 97.43% 0.028
Adaboost 99.17% 98.82% 0.028
Rotation forest 98.43% 98.22% 0.249
END 99.20% 98.28% 0.028
Random subspace 99.22% 97.91% 0.028