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Table 3 AUC and training time for different models for NN269 donor 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 0.9790232 00:20:04
Reduced MM1 SVM Polynomial 0.9764903 00:09:30
MM1 SVM Polynomial 0.9761952 00:10:02
IC Shapiro SVM (Best In terms of Time) Polynomial 0.9665982 00:02:59