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. 2008 Dec 12;9(Suppl 12):S8. doi: 10.1186/1471-2105-9-S12-S8

Table 3.

AUC and training time for different models for NN269 donor splice sites.

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