Java* API Reference for Intel® Data Analytics Acceleration Library 2019 Update 5

List of all members

Class for building model of the support vector machine algorithm More...

Class Constructor

ModelBuilder ( DaalContext  context,
Class<?extends Number >  cls,
long  nFeatures,
long  nSupportVectors 
)

Constructs the support vector machine model builder

Parameters
contextContext to manage SVM model builder
clsData type to use in intermediate computations of SVM model data, Double.class or Float.class
nFeaturesNumber of features
nSupportVectorsNumber of support vectors in model

Detailed Description

References

Member Function Documentation

Model getModel ( )

Get built model of SVM

Returns
Model of SVM
void setBias ( double  bias)

Set bias term to model

Parameters
biasThe bias value
void setClassificationCoefficients ( FloatBuffer  classCoefficients,
long  length 
)

Set classification coefficients to the model

Parameters
classCoefficientsSet of classification coefficients
lengthSize of set of classification coefficients
void setClassificationCoefficients ( DoubleBuffer  classCoefficients,
long  length 
)

Set classification coefficients to the model

Parameters
classCoefficientsSet of classification coefficients
lengthSize of set of classification coefficients
void setClassificationCoefficients ( float[]  classCoefficients)

Set classification coefficients to the model

Parameters
classCoefficientsSet of classification coefficients
void setClassificationCoefficients ( double[]  classCoefficients)

Set classification coefficients to the model

Parameters
classCoefficientsSet of classification coefficients
void setSupportIndices ( IntBuffer  supportIndices,
long  length 
)

Set support indices to the model

Parameters
supportIndicesSet of support indices
lengthSize of set of classification coefficients
void setSupportIndices ( int[]  supportIndices)

Set support indices to the model

Parameters
supportIndicesSet of support indices
void setSupportVectors ( FloatBuffer  supportVestors,
long  length 
)

Set support vectors to the model

Parameters
supportVestorsSet of support vectors
lengthSize of set of support-vectors
void setSupportVectors ( DoubleBuffer  supportVestors,
long  length 
)

Set support vectors to the model

Parameters
supportVestorsSet of support vectors
lengthSize of set of support-vectors
void setSupportVectors ( float[]  supportVestors)

Set support vectors to the model

Parameters
supportVestorsSet of support vectors
void setSupportVectors ( double[]  supportVestors)

Set support vectors to the model

Parameters
supportVestorsSet of support vectors

The documentation for this class was generated from the following file:

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