Changeset 14872 for branches/RBFRegression/HeuristicLab.Algorithms.DataAnalysis/3.4/RadialBasisFunctions/KernelFunctions/InverseMultiquadraticKernel.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/InverseMultiquadraticKernel.cs (moved) (moved from branches/RBFRegression/HeuristicLab.Algorithms.DataAnalysis/3.4/RadialBasisFunctions/KernelFunctions/InverseMultiquadraticKernel .cs) (2 diffs)

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

@@ -30 +30 @@
   [StorableClass]
   [Item("InverseMultiquadraticKernel", "A kernel function that uses the inverse multiquadratic function")]
-  public class InverseMultiquadraticKernel<T> : KernelBase<T> {
+  public class InverseMultiquadraticKernel : KernelBase {
     #region HLConstructors & Boilerplate
     [StorableConstructor]
@@ -36 +36 @@
     [StorableHook(HookType.AfterDeserialization)]
     private void AfterDeserialization() { }
-    protected InverseMultiquadraticKernel(InverseMultiquadraticKernel<T> original, Cloner cloner) : base(original, cloner) { }
+    protected InverseMultiquadraticKernel(InverseMultiquadraticKernel original, Cloner cloner) : base(original, cloner) { }
     public InverseMultiquadraticKernel() {
-      Parameters.Add(new FixedValueParameter<DoubleValue>(BetaParameterName, "The beta in the kernelfunction sqrt(1+||x-c||^2/beta)", new DoubleValue(2)));
+      Parameters.Add(new FixedValueParameter<DoubleValue>(BetaParameterName, "The beta in the kernel function 1 / sqrt(1+||x-c||^2/beta)", new DoubleValue(2)));
     }
     public override IDeepCloneable Clone(Cloner cloner) {
-      return new InverseMultiquadraticKernel<T>(this, cloner);
+      return new InverseMultiquadraticKernel(this, cloner);
     }
     #endregion