Changeset 14872 for branches/RBFRegression/HeuristicLab.Algorithms.DataAnalysis/3.4/RadialBasisFunctions/KernelFunctions/LaplacianKernel.cs

Timestamp:

04/14/17 17:53:30 (7 years ago)

Author:

gkronber

Message:

#2699: made a number of changes mainly to RBF regression model

File:

• branches/RBFRegression/HeuristicLab.Algorithms.DataAnalysis/3.4/RadialBasisFunctions/KernelFunctions/LaplacianKernel.cs (modified) (1 diff)

branches/RBFRegression/HeuristicLab.Algorithms.DataAnalysis/3.4/RadialBasisFunctions/KernelFunctions/LaplacianKernel.cs

@@ -29 +29 @@
 namespace HeuristicLab.Algorithms.DataAnalysis {
   [StorableClass]
-  [Item("LaplacianKernel", "A kernel function that uses an exponential function.\nIt is equvalent to the Gaussiankernel but less suseptible to improper values of beta")]
-  public class LaplacianKernel<T> : KernelBase<T> {
-
-    #region HLConstructors & Boilerplate
+  [Item("LaplacianKernel", "A kernel function that uses an exponential function.\nIt is equvalent to the Gaussian kernel but less susceptible to improper values of beta")]
+  public class LaplacianKernel : KernelBase {
     [StorableConstructor]
     protected LaplacianKernel(bool deserializing) : base(deserializing) { }
     [StorableHook(HookType.AfterDeserialization)]
     private void AfterDeserialization() { }
-    protected LaplacianKernel(LaplacianKernel<T> original, Cloner cloner) : base(original, cloner) { }
+    protected LaplacianKernel(LaplacianKernel original, Cloner cloner) : base(original, cloner) { }
     public LaplacianKernel() {
-      Parameters.Add(new FixedValueParameter<DoubleValue>(BetaParameterName, "The beta in the kernelfunction exp(-||x-c||/beta)", new DoubleValue(2)));
+      Parameters.Add(new FixedValueParameter<DoubleValue>(BetaParameterName, "The beta in the kernel function exp(-||x-c||/beta)", new DoubleValue(2)));
     }
     public override IDeepCloneable Clone(Cloner cloner) {
-      return new LaplacianKernel<T>(this, cloner);
+      return new LaplacianKernel(this, cloner);
     }
-    #endregion
 
     protected override double Get(double norm) {