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Table 14 Experimental Results of ALL Prognosis Prediction Using Preselected Attribute Sets and Gaussian Kernel.

From: Leveraging domain information to restructure biological prediction

  Conditional Entropy Training CV Accuracy(%) Test Accuracy(%)
  γ = 0.01 γ =1 γ = 10 γ = 0.01 γ =1 γ = 10 γ = 0.01 γ =1 γ = 10
Baseline 85.06 85.06 85.06 89.83 89.83 89.83
Subtype 0.5656 0.5662 0.5662 88.51 88.51 88.51 92.20 92.20 92.20
Protocol 0.3829 0.3835 0.3840 85.06 85.06 85.06 89.96 89.96 89.96