Supplemental Materials: A Consolidated Cross-V alidation Algorithm for Support Vector Machines via Data Reduction A Technical Proofs A.1 Some details of Lemma 2.1 Since matrix K

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Alternatively, one can use random features (Rahimi and Recht, 2007) to approximate the kernel matrix.

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