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

Class ConstantRegressor

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>,org.api4.java.ai.ml.core.evaluation.IPrediction,org.api4.java.ai.ml.core.evaluation.IPredictionBatch>

ai.libs.jaicore.ml.regression.learner.ConstantRegressor

All Implemented Interfaces:

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>>

public class ConstantRegressor
extends 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.core.evaluation.IPrediction,org.api4.java.ai.ml.core.evaluation.IPredictionBatch>

Constructor Summary

Constructors

Constructor	Description
ConstantRegressor()

Method Summary

Modifier and Type	Method	Description
void	fit(org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> dTrain)
org.api4.java.ai.ml.regression.evaluation.IRegressionPrediction	predict(org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance xTest)
org.api4.java.ai.ml.regression.evaluation.IRegressionResultBatch	predict(org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance[] dTest)

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

fitAndPredict, fitAndPredict, fitAndPredict, getConfig, predict, setConfig

Methods inherited from class java.lang.Object

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

Constructor Detail

ConstantRegressor

public ConstantRegressor()

Method Detail

fit

public void fit(org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> dTrain)
         throws org.api4.java.ai.ml.core.exception.TrainingException,
                java.lang.InterruptedException

Throws:

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

java.lang.InterruptedException

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 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.core.evaluation.IPrediction,org.api4.java.ai.ml.core.evaluation.IPredictionBatch>

Throws:

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

java.lang.InterruptedException

predict

public org.api4.java.ai.ml.regression.evaluation.IRegressionResultBatch predict(org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance[] dTest)
                                                                         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 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.core.evaluation.IPrediction,org.api4.java.ai.ml.core.evaluation.IPredictionBatch>

Throws:

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

java.lang.InterruptedException