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Table 1 AUC and training time for different models for NN269 acceptor splice sites.

From: Fast splice site detection using information content and feature reduction

Model SVM kernel AUC Training time until convergence (hh.mm.ss)
Reduced MM1 SVM (Best in terms of accuracy) GRBF 0.9741389 00.22.17
Reduced MM1 SVM Polynomial 0.9695822 00.10.48
MM1 SVM [18] Polynomial 0.9674048 00.11.02
IC Shapiro SVM (Best In terms of Time) Polynomial 0.96287 00:01:18