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Fast and efficient nonlinear classifier generated from a trained linear classifier
Fast and efficient nonlinear classifier generated from a trained linear classifier
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机译:由训练有素的线性分类器生成的快速有效的非线性分类器
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摘要
A classifier method comprises: projecting a set of training vectors in a vector space to a comparison space defined by a set of reference vectors using a comparison function to generate a corresponding set of projected training vectors in the comparison space; training a linear classifier on the set of projected training vectors to generate a trained linear classifier operative in the comparison space; and transforming the trained linear classifier operative in the comparison space into a trained nonlinear classifier that is operative in the vector space to classify an input vector.
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