Table 14 Experimental Results of ALL Prognosis Prediction Using Preselected Attribute Sets and Gaussian Kernel.
From: Leveraging domain information to restructure biological prediction
| Â | 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 |