com.datumbox.framework.core.machinelearning.ensemblelearning

Class Adaboost

java.lang.Object

com.datumbox.framework.core.machinelearning.common.abstracts.AbstractTrainer<MP,TP>

com.datumbox.framework.core.machinelearning.common.abstracts.modelers.AbstractModeler<MP,TP>

com.datumbox.framework.core.machinelearning.common.abstracts.modelers.AbstractClassifier<MP,TP>

com.datumbox.framework.core.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging<Adaboost.ModelParameters,Adaboost.TrainingParameters>

com.datumbox.framework.core.machinelearning.ensemblelearning.Adaboost

All Implemented Interfaces:

Savable, Trainable<Adaboost.ModelParameters,Adaboost.TrainingParameters>, java.lang.AutoCloseable

public class Adaboost
extends AbstractBoostingBagging<Adaboost.ModelParameters,Adaboost.TrainingParameters>

Implementation of Adaboost algorithm. References: ftp://vista.eng.tau.ac.il/dropbox/Alon.Harell/samme.pdf

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	Adaboost.ModelParameters Base class for every ModelParameter class in the framework.
static class	Adaboost.TrainingParameters The AbstractTrainingParameters class stores the parameters that can be changed before training the algorithm.

Nested classes/interfaces inherited from class com.datumbox.framework.core.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging

AbstractBoostingBagging.AbstractModelParameters, AbstractBoostingBagging.AbstractTrainingParameters

Method Summary

Methods inherited from class com.datumbox.framework.core.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging

close, delete, save

Methods inherited from class com.datumbox.framework.core.machinelearning.common.abstracts.modelers.AbstractModeler

predict

Methods inherited from class com.datumbox.framework.core.machinelearning.common.abstracts.AbstractTrainer

fit, getModelParameters, getTrainingParameters

Methods inherited from class java.lang.Object

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