com.rapidminer.tools.math.distribution.kernel
Class NormalKernel

java.lang.Object
  com.rapidminer.tools.math.distribution.ContinuousDistribution
      com.rapidminer.tools.math.distribution.NormalDistribution
          com.rapidminer.tools.math.distribution.EmpiricalNormalDistribution
              com.rapidminer.tools.math.distribution.kernel.NormalKernel

All Implemented Interfaces:

Distribution, EmpiricalDistribution, java.io.Serializable, java.lang.Comparable<EmpiricalNormalDistribution>

public class NormalKernel
extends EmpiricalNormalDistribution

A normal kernel.

Author:

Tobias Malbrecht

See Also:

Serialized Form

Field Summary

static long

serialVersionUID

Fields inherited from class com.rapidminer.tools.math.distribution.EmpiricalNormalDistribution

recentlyUpdated, squaredSum, sum, totalWeightSum

Fields inherited from class com.rapidminer.tools.math.distribution.NormalDistribution

mean, standardDeviation

Constructor Summary

NormalKernel(double minimumBandwidth)

Method Summary

protected void

updateDistributionProperties()

Methods inherited from class com.rapidminer.tools.math.distribution.EmpiricalNormalDistribution

compareTo, getAttributeName, getLowerBound, getMean, getNumberOfParameters, getParameterName, getParameterValue, getProbability, getStandardDeviation, getTotalWeight, getUpperBound, getVariance, toString, update, update, update

Methods inherited from class com.rapidminer.tools.math.distribution.NormalDistribution

getLogProbability, getLowerBound, getProbability, getUpperBound

Methods inherited from class com.rapidminer.tools.math.distribution.ContinuousDistribution

isContinuous, isDiscrete, mapValue

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.rapidminer.tools.math.distribution.Distribution

isContinuous, isDiscrete, mapValue

Field Detail

serialVersionUID

public static final long serialVersionUID

See Also:

Constant Field Values

Constructor Detail

NormalKernel

public NormalKernel(double minimumBandwidth)

Method Detail

updateDistributionProperties

protected void updateDistributionProperties()

Overrides:

updateDistributionProperties in class EmpiricalNormalDistribution