Table 1 (abstract P11) Results on prostate tumor dataset over four-fold cross validation.
From: Proceedings of the 15th Annual UT-KBRIN Bioinformatics Summit 2016
Method | AUC |
|---|---|
Random Forest | 0.9340 |
Linear Kernel SVM | 0.9565 |
RBF Kernel SVM | 0.8950 |
SDSAE + Fine Tuning + Linear kernel SVM | 0.9569 |
SDSAE + Fine Tuning + RBF kernel SVM | 0.9747 |