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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