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-rw-r--r--elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/KernelMatrix.java1
-rw-r--r--elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/LaplaceKernelFunction.java1
-rw-r--r--elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/LinearKernelFunction.java1
-rw-r--r--elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/PolynomialKernelFunction.java1
-rw-r--r--elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/RadialBasisFunctionKernelFunction.java3
-rw-r--r--elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/RationalQuadraticKernelFunction.java1
-rw-r--r--elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/SigmoidKernelFunction.java9
7 files changed, 13 insertions, 4 deletions
diff --git a/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/KernelMatrix.java b/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/KernelMatrix.java
index d747bc01..24195f7a 100644
--- a/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/KernelMatrix.java
+++ b/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/KernelMatrix.java
@@ -42,6 +42,7 @@ import de.lmu.ifi.dbs.elki.math.linearalgebra.Matrix;
* Kernel matrix representation.
*
* @author Simon Paradies
+ * @since 0.2
*
* @apiviz.uses PrimitiveSimilarityFunction
*/
diff --git a/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/LaplaceKernelFunction.java b/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/LaplaceKernelFunction.java
index 1e0f3515..3a26e43a 100644
--- a/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/LaplaceKernelFunction.java
+++ b/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/LaplaceKernelFunction.java
@@ -36,6 +36,7 @@ import de.lmu.ifi.dbs.elki.utilities.optionhandling.parameters.DoubleParameter;
* Laplace / exponential radial basis function kernel.
*
* @author Erich Schubert
+ * @since 0.2
*/
public class LaplaceKernelFunction extends AbstractVectorSimilarityFunction {
/**
diff --git a/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/LinearKernelFunction.java b/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/LinearKernelFunction.java
index ca0d62fd..39380c11 100644
--- a/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/LinearKernelFunction.java
+++ b/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/LinearKernelFunction.java
@@ -35,6 +35,7 @@ import de.lmu.ifi.dbs.elki.utilities.optionhandling.AbstractParameterizer;
* {@link de.lmu.ifi.dbs.elki.distance.distancefunction.minkowski.EuclideanDistanceFunction}
*
* @author Simon Paradies
+ * @since 0.2
*/
public class LinearKernelFunction extends PolynomialKernelFunction {
/**
diff --git a/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/PolynomialKernelFunction.java b/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/PolynomialKernelFunction.java
index 9fe6b943..16249ec8 100644
--- a/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/PolynomialKernelFunction.java
+++ b/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/PolynomialKernelFunction.java
@@ -43,6 +43,7 @@ import de.lmu.ifi.dbs.elki.utilities.optionhandling.parameters.IntParameter;
* vectors V1 and V2 defined by (V1^T*V2)^degree.
*
* @author Simon Paradies
+ * @since 0.2
*/
public class PolynomialKernelFunction extends AbstractVectorSimilarityFunction implements PrimitiveDistanceFunction<NumberVector> {
/**
diff --git a/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/RadialBasisFunctionKernelFunction.java b/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/RadialBasisFunctionKernelFunction.java
index c786f77d..b8bfa7e4 100644
--- a/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/RadialBasisFunctionKernelFunction.java
+++ b/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/RadialBasisFunctionKernelFunction.java
@@ -37,8 +37,9 @@ import de.lmu.ifi.dbs.elki.utilities.optionhandling.parameters.DoubleParameter;
* Gaussian radial basis function kernel (RBF Kernel).
*
* @author Erich Schubert
+ * @since 0.2
*/
-@Alias({ "rbf" })
+@Alias("rbf")
public class RadialBasisFunctionKernelFunction extends AbstractVectorSimilarityFunction {
/**
* Scaling factor gamma. (= - 1/(2sigma^2))
diff --git a/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/RationalQuadraticKernelFunction.java b/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/RationalQuadraticKernelFunction.java
index 91264881..ea8c746e 100644
--- a/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/RationalQuadraticKernelFunction.java
+++ b/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/RationalQuadraticKernelFunction.java
@@ -37,6 +37,7 @@ import de.lmu.ifi.dbs.elki.utilities.optionhandling.parameters.DoubleParameter;
* RBF kernel ({@link RadialBasisFunctionKernelFunction}).
*
* @author Erich Schubert
+ * @since 0.2
*/
public class RationalQuadraticKernelFunction extends AbstractVectorSimilarityFunction {
/**
diff --git a/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/SigmoidKernelFunction.java b/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/SigmoidKernelFunction.java
index 82eb5ea6..7a752a3a 100644
--- a/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/SigmoidKernelFunction.java
+++ b/elki/src/main/java/de/lmu/ifi/dbs/elki/distance/similarityfunction/kernel/SigmoidKernelFunction.java
@@ -26,6 +26,7 @@ package de.lmu.ifi.dbs.elki.distance.similarityfunction.kernel;
import de.lmu.ifi.dbs.elki.data.NumberVector;
import de.lmu.ifi.dbs.elki.distance.distancefunction.AbstractNumberVectorDistanceFunction;
import de.lmu.ifi.dbs.elki.distance.similarityfunction.AbstractVectorSimilarityFunction;
+import de.lmu.ifi.dbs.elki.utilities.Alias;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.AbstractParameterizer;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.OptionID;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization.Parameterization;
@@ -36,7 +37,9 @@ import de.lmu.ifi.dbs.elki.utilities.optionhandling.parameters.DoubleParameter;
* perceptron MLP kernel).
*
* @author Erich Schubert
+ * @since 0.2
*/
+@Alias("sigmoid")
public class SigmoidKernelFunction extends AbstractVectorSimilarityFunction {
/**
* Scaling factor c, bias theta
@@ -59,7 +62,7 @@ public class SigmoidKernelFunction extends AbstractVectorSimilarityFunction {
public double similarity(NumberVector o1, NumberVector o2) {
final int dim = AbstractNumberVectorDistanceFunction.dimensionality(o1, o2);
double sim = 0.;
- for (int i = 0; i < dim; i++) {
+ for(int i = 0; i < dim; i++) {
final double v = o1.doubleValue(i) * o2.doubleValue(i);
sim += v;
}
@@ -93,11 +96,11 @@ public class SigmoidKernelFunction extends AbstractVectorSimilarityFunction {
protected void makeOptions(Parameterization config) {
super.makeOptions(config);
final DoubleParameter cP = new DoubleParameter(C_ID, 1.);
- if (config.grab(cP)) {
+ if(config.grab(cP)) {
c = cP.doubleValue();
}
final DoubleParameter thetaP = new DoubleParameter(THETA_ID, 0.);
- if (config.grab(thetaP)) {
+ if(config.grab(thetaP)) {
theta = thetaP.doubleValue();
}
}