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. Author manuscript; available in PMC: 2020 Jun 1.
Published in final edited form as: Comput Biol Med. 2019 Apr 25;109:85–90. doi: 10.1016/j.compbiomed.2019.04.018

Table 5.

AUCs with different patch sizes and kernels of SVM.

Network Patch Size Kernel Function Training AUC Test AUC
GoogleNet 80 poly 0.82 0.58
GoogleNet 120 rbf 0.85 0.59
GoogleNet 120 poly 0.84 0.65
GoogleNet 120 linear 0.74 0.56
VGGNet 80 poly 0.86 0.55
VGGNet 120 poly 0.83 0.56