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 |