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Table 3 Comparison of performance using three representative kernel functions

From: ncRNA-disease association prediction based on sequence information and tripartite network

Dataset

AUC

 

Linear Kernel

Polynomial Kernel (d = 2)

RBF Kernel

Chen et al. (2013)

0.51561

0.54175

0.57135

  1. Performance results for the following three kernel functions: linear kernel, polynomial (degree = 2) kernel and RBF kernel. The length of l-gram is set to l = 3 in this experiment