9 lines
448 B
Text
9 lines
448 B
Text
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libocas implements an Optimized Cutting Plane Algorithm (OCAS) for training
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linear SVM classifiers from large-scale data. The computational effort of
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OCAS scales with O(m log m) where m is the sample size. In an extensive
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empirical evaluation, OCAS significantly outperforms current state-of-the-art
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SVM solvers.
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libocas also implements the COFFIN framework for efficient training of
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translation invariant image classifiers from virtual examples.
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