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

Table 11.

Overall performance evaluation of ensemble classifiers for the holdout method.

Overall Accuracy Rate
Holdout
Ensemble Method SVM RF p-Value
Bagging 98.54% 97.18% 0.028
Adaboost 98.43% 98.07% 0.686
Rotation forest 98.07% 98.03% 0.893
END 98.61% 98.03% 0.028
Random subspace 98.74% 97.86% 0.028