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Performance of SVM classifiers for various combinations of protein sequence features, kernels, parameters and validation methods.

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Dm: dimension, a = Jackknife test CV, b1 = self-consistency test (mode 1), b2 = self-consistency test (mode 2), c1 & c2 = holdout-test, SN: sensitivity, SP: specificity, MCC: Mathew's Correlation Coefficient, F1: F1 statistics, C: tradeoff value, γ: gamma factor (a parameter in RBF kernel).

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2008-07-02
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