Robust Polynomial Classifier Using L1-norm minimization
In this paper we present a robust polynomial classifier based on L1-norm minimization. We do so by reformulating the classifier training process as a linear programming problem. Due to the inherent insensitivity of the L1-norm to influential observations, class models obtained via L1-norm minimizati...
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| Format: | article |
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2010
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| Online Access: | http://hdl.handle.net/11073/8833 |
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