Table 17 Experimental Results of ALL/AML Prediction Using Attributes Selected by CFS 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 | – | – | – | 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 |