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Table 4 AUC and training time improvement for different models compared to MM1-SVM method for NN269 donor splice sites.

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

Model SVM kernel AUC Training time until convergence (mm.ss) Performance Improvement Time Improvement
MM1 SVM Polynomial 0.9761 10:02 - -
Reduced MM1 SVM (Best in terms of accuracy) GRBF 0.9790 20:04 0.297% -100%
Reduced MM1 SVM Polynomial 0.9764 09:30 0.0102% 5.31%
IC Shapiro SVM (Best In terms of Time) Polynomial 0.9665 02:59 -0.9835% 70.26%