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Optimizing Classifers for Imbalanced Training Sets
This paper investigates the implications of results for the case of imbalanced datasets and develops two approaches to setting the threshold, incorporated into ThetaBoost, a boosting …



Optimizing Classifers for Imbalanced Training Sets
This paper investigates the implications of results for the case of imbalanced datasets and develops two approaches to setting the threshold, incorporated into ThetaBoost, …



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For comparison with its passive learning counterpart, a Support Vector Machine (SVM) algorithm is used, namely the SVC subroutine from scikit-learn (Pedregosa et al., 2011) with a linear kernel ...



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Cost-sensitive learning of hierarchical tree classifiers for large
The average classification accuracy as defined in Eq. (32) is used as the evaluation metric and the results under different tree configurations T B, H are reported. It is worth noting …



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