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authorErich Schubert <erich@debian.org>2013-10-29 20:02:37 +0100
committerAndrej Shadura <andrewsh@debian.org>2019-03-09 22:30:37 +0000
commitec7f409f6e795bbcc6f3c005687954e9475c600c (patch)
treefbf36c0ab791c556198b487ca40ae56ae5ab1ee5 /src/de/lmu/ifi/dbs/elki/math/linearalgebra/fitting/GaussianFittingFunction.java
parent974d4cf6d54cadc06258039f2cd0515cc34aeac6 (diff)
parent8300861dc4c62c5567a4e654976072f854217544 (diff)
Import Debian changes 0.6.0~beta2-1
elki (0.6.0~beta2-1) unstable; urgency=low * New upstream beta release. * 3DPC extension is not yet included.
Diffstat (limited to 'src/de/lmu/ifi/dbs/elki/math/linearalgebra/fitting/GaussianFittingFunction.java')
-rw-r--r--src/de/lmu/ifi/dbs/elki/math/linearalgebra/fitting/GaussianFittingFunction.java11
1 files changed, 8 insertions, 3 deletions
diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/fitting/GaussianFittingFunction.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/fitting/GaussianFittingFunction.java
index 42badb2f..239d51c6 100644
--- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/fitting/GaussianFittingFunction.java
+++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/fitting/GaussianFittingFunction.java
@@ -4,7 +4,7 @@ package de.lmu.ifi.dbs.elki.math.linearalgebra.fitting;
This file is part of ELKI:
Environment for Developing KDD-Applications Supported by Index-Structures
- Copyright (C) 2012
+ Copyright (C) 2013
Ludwig-Maximilians-Universität München
Lehr- und Forschungseinheit für Datenbanksysteme
ELKI Development Team
@@ -61,6 +61,11 @@ import de.lmu.ifi.dbs.elki.math.MathUtil;
*/
public class GaussianFittingFunction implements FittingFunction {
/**
+ * Static instance
+ */
+ public static final GaussianFittingFunction STATIC = new GaussianFittingFunction();
+
+ /**
* compute the mixture of Gaussians at the given position
*/
@Override
@@ -77,7 +82,7 @@ public class GaussianFittingFunction implements FittingFunction {
// Numerical Recipes in C: The Art of Scientific Computing
// Due to their license, we cannot use their code, but we have to implement
// the mathematics ourselves. We hope the loss in precision is not too big.
- for(int i = 0; i < params.length; i += 3) {
+ for (int i = 0; i < params.length; i += 3) {
// Standardized Gaussian parameter (centered, scaled by stddev)
double stdpar = (x - params[i]) / params[i + 1];
double e = Math.exp(-.5 * stdpar * stdpar);
@@ -94,4 +99,4 @@ public class GaussianFittingFunction implements FittingFunction {
return new FittingFunctionResult(y, gradients);
}
-} \ No newline at end of file
+}