Catalano.MachineLearning.Classification

Class ClassifierPipeline

java.lang.Object

Catalano.MachineLearning.Classification.ClassifierPipeline

All Implemented Interfaces:

java.io.Serializable

public class ClassifierPipeline
extends java.lang.Object
implements java.io.Serializable

Classifier Pipeline.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
ClassifierPipeline(IClassifier classifier) Classifier pipeline.
ClassifierPipeline(IClassifier classifier, IFeatureScaling scale) Classifier pipeline.
ClassifierPipeline(IClassifier classifier, IFeatureScaling scale, DecisionVariable[] variables) Classifier pipeline.
ClassifierPipeline(IClassifier classifier, IFeatureScaling scale, DecisionVariable[] variables, Codebook codebook) Classifier pipeline.

Method Summary

Modifier and Type	Method and Description
IClassifier	getClassifier() Get Classifier.
Codebook	getCodebook() Get Codebook.
IFeatureScaling	getFeatureScale() Get Feature scaling.
DecisionVariable[]	getVariables() Get Decision variables.
int	Predict(double[] sample) Predict the sample.
java.lang.String	Translate(int code)

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

ClassifierPipeline

public ClassifierPipeline(IClassifier classifier)

Classifier pipeline.

Parameters:

classifier - Classifier.

ClassifierPipeline

public ClassifierPipeline(IClassifier classifier,
                          IFeatureScaling scale)

Classifier pipeline.

Parameters:

classifier - Classifier.

scale - Feature scale.

ClassifierPipeline

public ClassifierPipeline(IClassifier classifier,
                          IFeatureScaling scale,
                          DecisionVariable[] variables)

Classifier pipeline.

Parameters:

classifier - Classifier.

scale - Feature scale.

variables - Decision variables.

ClassifierPipeline

public ClassifierPipeline(IClassifier classifier,
                          IFeatureScaling scale,
                          DecisionVariable[] variables,
                          Codebook codebook)

Classifier pipeline.

Parameters:

classifier - Classifier.

scale - Feature scale.

variables - Decision variables.

codebook - Codebook.

Method Detail

getClassifier

public IClassifier getClassifier()

Get Classifier.

Returns:

Classifier.

getFeatureScale

public IFeatureScaling getFeatureScale()

Get Feature scaling.

Returns:

Feature scaling.

getVariables

public DecisionVariable[] getVariables()

Get Decision variables.

Returns:

Decision variables.

getCodebook

public Codebook getCodebook()

Get Codebook.

Returns:

Codebook.

Predict

public int Predict(double[] sample)

Predict the sample.

Parameters:

sample - Sample.

Returns:

The predicted value.

Translate

public java.lang.String Translate(int code)