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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