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Massive Data Classification via Unconstrained Support Vector Machines
A highly accurate algorithm, based on support vector machines formulated as linear programs [13, 1], is proposed here as a completely unconstrained minimization problem . Combined with a chunking procedure  this ...
Chunking for Massive Nonlinear Kernel Classification
A chunking procedure  utilized in  for linear classifiers is proposed here for nonlinear kernel classification of massive datasets. A highly accurate algorithm based on nonlinear support vector machines that ...