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Table 1 Parameter estimation: The performance of conventional SVMs with different kernel functions, context span s = 60.

From: Contextual weighting for Support Vector Machines in literature mining: an application to gene versus protein name disambiguation

Kernel

AUC

Parameters

Linear

80.47%

C = 2-3

Gaussian

80.62%

C = 2-2, γ = 2

Polynomial (d = 2)

80.49%

C = 2-9, γ = 8

Polynomial (d = 3)

80.53%

C = 2-7, γ = 2

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BMC Bioinformatics

ISSN: 1471-2105

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