Browsing by Author "Vanlı, N. D."
Now showing items 1-2 of 2
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Adaptive hierarchical space partitioning for online classification
(IEEE, 2016)We propose an online algorithm for supervised learning with strong performance guarantees under the empirical zero-one loss. The proposed method adaptively partitions the feature space in a hierarchical manner and generates ... -
Online adaptive hierarchical space partitioning classifier
(IEEE, 2016)We introduce an on-line classification algorithm based on the hierarchical partitioning of the feature space which provides a powerful performance under the defined empirical loss. The algorithm adaptively partitions the ...
