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Table 1 Prediction accuracy comparison with different kernel functions and parameters. The results were obtained by 5-fold cross-validation.

From: Prediction of cis/trans isomerization in proteins using PSI-BLAST profiles and secondary structure information

SVM model Kernel function Parameters Accuracy (%)
1 Polynomial α = 1, β = 1, d = 2 59.0
2 Polynomial α = 1, β = 1, d = 5 60.5
3 RBF γ = 0.01, C = 2.0 62.8
4 RBF γ = 0.06, C = 2.0 60.5
5 RBF γ = 0.2, C = 1.0 62.6