Class VQ

Inheritance
Object
VQ
Inherited Members
Namespace: NeuralNets
Assembly: AudioAnalysisTools.dll
Syntax
public class VQ

Constructors

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VQ(Cluster, Int32)

Declaration
public VQ(Cluster cluster, int codeSize)
Parameters
Type Name Description
Cluster cluster
Int32 codeSize

Properties

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Clusters

Declaration
public Cluster[] Clusters { get; }
Property Value
Type Description
Cluster[]
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CodeSize

Declaration
public int CodeSize { get; }
Property Value
Type Description
Int32
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initialCluster

Declaration
public Cluster initialCluster { get; }
Property Value
Type Description
Cluster
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minError

Declaration
public double minError { get; }
Property Value
Type Description
Double
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MinErrorCentroids

Declaration
public double[][] MinErrorCentroids { get; }
Property Value
Type Description
Double[][]
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VectorSize

Declaration
public int VectorSize { get; }
Property Value
Type Description
Int32

Methods

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Average()

Declaration
public double[] Average()
Returns
Type Description
Double[]
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CalculateCentroids()

Declaration
public void CalculateCentroids()
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CalculateCodebookError()

Declaration
public double CalculateCodebookError()
Returns
Type Description
Double
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StoreMinErrorCentroids()

Declaration
public void StoreMinErrorCentroids()
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Train()

multiple repeats of training using VQ algorithm.

Declaration
public void Train()
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TrainOnce()

train once with VQ until error less than some condition.

Declaration
public double TrainOnce()
Returns
Type Description
Double

Extension Methods