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Table 17 Experimental Results of ALL/AML Prediction Using Attributes Selected by CFS 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 68.52 64.81 64.81 66.67 66.67 66.67
Subtype 7.1491e-16 7.1491e-16 7.1491e-16 100.00 100.00 100.00 100.00 100.00 100.00
Protocol 1.1666e-15 1.1666e-15 1.1666e-15 100.00 100.00 100.00 100.00 100.00 100.00