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Comparing Different Classifiers for Automatic Age Estimation
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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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In this paper, a hierarchical multi-task structural learning algorithm is developed to support large-scale plant species identification, where a visual tree is constructed for …
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A Sequential Algorithm for Training Text …
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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