Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: BSVM: A Banded Suport Vector Machine   We describe a novel binary classification technique called Banded SVM
(B-SVM). In the standard C-SVM formulation of Cortes et al. (1995), the
decision rule is encouraged to lie in the interval [1, \infty]. The new B-SVM
objective function contains a penalty term that encourages the decision rule to
lie in a user specified range [\rho_1, \rho_2]. In addition to the standard set
of support vectors (SVs) near the class boundaries, B-SVM results in a second
set of SVs in the interior of each class.

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The categories of this paper are: q-bio
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The categories of this paper are: adap-org
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The categories of this paper are: atom-ph
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The categories of this paper are: math
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The categories of this paper are: astro-ph
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The categories of this paper are: alg-geom
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The categories of this paper are: q-alg
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The categories of this paper are: cmp-lg
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The categories of this paper are: hep-lat
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The categories of this paper are: comp-gas
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The categories of this paper are: chem-ph
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The categories of this paper are: ao-sci
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The categories of this paper are: dg-ga
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The categories of this paper are: nucl-ex
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The categories of this paper are: econ
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The categories of this paper are: solv-int