[PDF][PDF] Meta-typicalness approach to reliable classification
E Smirnov, S Vanderlooy, I Sprinkhuizen-Kuyper�- ECAI, 2006 - Citeseer
E Smirnov, S Vanderlooy, I Sprinkhuizen-Kuyper
ECAI, 2006•CiteseerWe propose a meta-typicalness approach to apply the typicalness framework for any type of
classifiers. The approach can be used to construct classifiers with specified classification
performance. Experiments show that the approach results in classifiers that can outperform
an existing typicalness-based classifier.
classifiers. The approach can be used to construct classifiers with specified classification
performance. Experiments show that the approach results in classifiers that can outperform
an existing typicalness-based classifier.
Abstract
We propose a meta-typicalness approach to apply the typicalness framework for any type of classifiers. The approach can be used to construct classifiers with specified classification performance. Experiments show that the approach results in classifiers that can outperform an existing typicalness-based classifier.
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