Package ai.libs.jaicore.ml.weka.regression.learner

Class WekaRegressor

java.lang.Object

ai.libs.jaicore.ml.core.learner.ASupervisedLearner<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>,P,B>

ai.libs.jaicore.ml.weka.classification.learner.AWekaLearner<org.api4.java.ai.ml.regression.evaluation.IRegressionPrediction,org.api4.java.ai.ml.regression.evaluation.IRegressionResultBatch>

ai.libs.jaicore.ml.weka.regression.learner.WekaRegressor

All Implemented Interfaces:

IWekaClassifier, org.api4.java.ai.ml.classification.IClassifier, org.api4.java.ai.ml.core.learner.IFittable<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>, org.api4.java.ai.ml.core.learner.IFittablePredictor<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>, org.api4.java.ai.ml.core.learner.ILearnerConfigHandler, org.api4.java.ai.ml.core.learner.IPredictor<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>, org.api4.java.ai.ml.core.learner.ISupervisedLearner<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>, org.api4.java.common.reconstruction.IReconstructible

public class WekaRegressor
extends AWekaLearner<org.api4.java.ai.ml.regression.evaluation.IRegressionPrediction,org.api4.java.ai.ml.regression.evaluation.IRegressionResultBatch>

Field Summary

Fields inherited from class ai.libs.jaicore.ml.weka.classification.learner.AWekaLearner

name, schema, wrappedLearner

Constructor Summary

Constructors

Constructor	Description
WekaRegressor(java.lang.String name, java.lang.String... options)
WekaRegressor(weka.classifiers.Classifier classifier)

Method Summary

Modifier and Type	Method	Description
protected org.api4.java.ai.ml.regression.evaluation.IRegressionResultBatch	getPredictionListAsBatch(java.util.List<org.api4.java.ai.ml.regression.evaluation.IRegressionPrediction> predictionList)
org.api4.java.ai.ml.regression.evaluation.IRegressionPrediction	predict(org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance xTest)

Methods inherited from class ai.libs.jaicore.ml.weka.classification.learner.AWekaLearner

addInstruction, fit, getClassifier, getConstructionPlan, getName, getOptions, getOptionsAsList, getWekaInstance, predict, predict, setConfig, toString

Methods inherited from class ai.libs.jaicore.ml.core.learner.ASupervisedLearner

fitAndPredict, fitAndPredict, fitAndPredict, getConfig

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface org.api4.java.ai.ml.core.learner.IFittablePredictor

fitAndPredict, fitAndPredict, fitAndPredict

Methods inherited from interface org.api4.java.ai.ml.core.learner.ILearnerConfigHandler

getConfig

Constructor Detail

WekaRegressor

public WekaRegressor(java.lang.String name,
                     java.lang.String... options)

WekaRegressor

public WekaRegressor(weka.classifiers.Classifier classifier)

Method Detail

getPredictionListAsBatch

protected org.api4.java.ai.ml.regression.evaluation.IRegressionResultBatch getPredictionListAsBatch(java.util.List<org.api4.java.ai.ml.regression.evaluation.IRegressionPrediction> predictionList)

Specified by:

getPredictionListAsBatch in class AWekaLearner<org.api4.java.ai.ml.regression.evaluation.IRegressionPrediction,org.api4.java.ai.ml.regression.evaluation.IRegressionResultBatch>

predict

public org.api4.java.ai.ml.regression.evaluation.IRegressionPrediction predict(org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance xTest)
                                                                        throws org.api4.java.ai.ml.core.exception.PredictionException,
                                                                               java.lang.InterruptedException

Specified by:

predict in interface org.api4.java.ai.ml.core.learner.IPredictor<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>

Specified by:

predict in class ai.libs.jaicore.ml.core.learner.ASupervisedLearner<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>,org.api4.java.ai.ml.regression.evaluation.IRegressionPrediction,org.api4.java.ai.ml.regression.evaluation.IRegressionResultBatch>

Throws:

org.api4.java.ai.ml.core.exception.PredictionException

java.lang.InterruptedException