org.jdmp.core.algorithm.classification

Class AbstractClassifier

java.lang.Object

org.jdmp.core.AbstractCoreObject

org.jdmp.core.algorithm.AbstractAlgorithm

org.jdmp.core.algorithm.regression.AbstractRegressor

org.jdmp.core.algorithm.classification.AbstractClassifier

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, Algorithm, Classifier, HasAlgorithmMap, Regressor, HasDataSetMap, HasVariableMap, Clearable, CoreObject, HasDescription, HasGUIObject, HasId, HasLabel

Direct Known Subclasses:

ConstantClassifier, LinearRegressionGradientDescent, MultiClassClassifier, MultiLayerNetwork, MultivariateGaussianDensityEstimator, NaiveBayesClassifier, RandomClassifier

public abstract class AbstractClassifier
extends AbstractRegressor
implements Classifier

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from interface org.jdmp.core.algorithm.Algorithm

Algorithm.EdgeDirection

Field Summary

Fields inherited from class org.jdmp.core.algorithm.regression.AbstractRegressor

mode, OUTPUTERRORALGORITHM, PREDICT, TRAIN

Fields inherited from class org.jdmp.core.AbstractCoreObject

ALL, COLUMN, ROW, X, Y, Z

Fields inherited from interface org.jdmp.core.algorithm.classification.Classifier

Factory

Fields inherited from interface org.jdmp.core.algorithm.Algorithm

ALGORITHMARRAY, COMPRESSED, DECOMPRESSED, DIFFERENCE, DIMENSION, HASH, IGNORENAN, INPUT, PREDICTED, RMSE, SOURCE, TARGET, WEIGHT

Fields inherited from interface org.ujmp.core.interfaces.HasId

ID

Fields inherited from interface org.ujmp.core.interfaces.HasLabel

LABEL

Fields inherited from interface org.ujmp.core.interfaces.HasDescription

DESCRIPTION

Constructor Summary

Constructors

Constructor and Description
AbstractClassifier()
AbstractClassifier(java.lang.String inputLabel)
AbstractClassifier(java.lang.String inputLabel, java.lang.String targetLabel)
AbstractClassifier(java.lang.String inputLabel, java.lang.String targetLabel, java.lang.String weightLabel)

Method Summary

Methods inherited from class org.jdmp.core.algorithm.regression.AbstractRegressor

getClassCount, getFeatureCount, getInputLabel, getMode, getOutputErrorAlgorithm, getTargetLabel, getWeightLabel, isDiscrete, predictAll, predictOne, setInputLabel, setMode, setOutputErrorAlgorithm, setTargetLabel, setWeightLabel, trainOne, trainOne, trainOne

Methods inherited from class org.jdmp.core.algorithm.AbstractAlgorithm

addVariableKey, calculate, calculate, calculate, calculate, calculateObjects, calculateObjects, calculateObjects, clear, getAlgorithmMap, getDataSetMap, getDescription, getEdgeDirection, getEdgeLabel, getId, getInputKeys, getLabel, getLabelObject, getOutputKeys, getVariableKeys, getVariableMap, setAlgorithm, setDescription, setEdgeDirection, setEdgeLabel, setId, setLabel, setVariable, setVariables, toString

Methods inherited from class org.jdmp.core.AbstractCoreObject

clone, fireValueChanged, getCoreObjectId, getGUIObject, showGUI

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.jdmp.core.algorithm.classification.Classifier

emptyCopy

Methods inherited from interface org.jdmp.core.algorithm.regression.Regressor

getClassCount, getFeatureCount, getInputLabel, getTargetLabel, isDiscrete, predictAll, predictOne, predictOne, reset, trainAll, trainOne, trainOne, trainOne

Methods inherited from interface org.ujmp.core.interfaces.CoreObject

clone, getCoreObjectId

Methods inherited from interface org.ujmp.core.interfaces.HasGUIObject

fireValueChanged, getGUIObject, showGUI

Constructor Detail

AbstractClassifier

public AbstractClassifier()

AbstractClassifier

public AbstractClassifier(java.lang.String inputLabel,
                          java.lang.String targetLabel,
                          java.lang.String weightLabel)

AbstractClassifier

public AbstractClassifier(java.lang.String inputLabel,
                          java.lang.String targetLabel)

AbstractClassifier

public AbstractClassifier(java.lang.String inputLabel)