Package ai.libs.jaicore.ml.core.learner

Class ASupervisedLearner<I extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,D extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends I>,P extends org.api4.java.ai.ml.core.evaluation.IPrediction,B extends org.api4.java.ai.ml.core.evaluation.IPredictionBatch>

java.lang.Object

ai.libs.jaicore.ml.core.learner.ASupervisedLearner<I,D,P,B>

All Implemented Interfaces:

org.api4.java.ai.ml.core.learner.IFittable<I,D>, org.api4.java.ai.ml.core.learner.IFittablePredictor<I,D>, org.api4.java.ai.ml.core.learner.ILearnerConfigHandler, org.api4.java.ai.ml.core.learner.IPredictor<I,D>, org.api4.java.ai.ml.core.learner.ISupervisedLearner<I,D>

Direct Known Subclasses:

AScikitLearnWrapper, ASimpleScikitLearnWrapper, ASingleLabelClassifier, ATimeSeriesClassificationModel, ConstantRegressor, FeatureTransformPLDyadRanker, MajorityClassifier, PLNetDyadRanker

public abstract class ASupervisedLearner<I extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,D extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends I>,P extends org.api4.java.ai.ml.core.evaluation.IPrediction,B extends org.api4.java.ai.ml.core.evaluation.IPredictionBatch>
extends java.lang.Object
implements org.api4.java.ai.ml.core.learner.ISupervisedLearner<I,D>

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	ASupervisedLearner()
protected	ASupervisedLearner(java.util.Map<java.lang.String,java.lang.Object> config)

Method Summary

Modifier and Type	Method	Description
B	fitAndPredict(D dTrain, D dTest)
P	fitAndPredict(D dTrain, I xTest)
B	fitAndPredict(D dTrain, I[] xTest)
java.util.Map<java.lang.String,java.lang.Object>	getConfig()
B	predict(D dTest)
abstract P	predict(I xTest)
abstract B	predict(I[] dTest)
void	setConfig(java.util.Map<java.lang.String,java.lang.Object> config)

Methods inherited from class java.lang.Object

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

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

fit

Constructor Detail

ASupervisedLearner

protected ASupervisedLearner(java.util.Map<java.lang.String,java.lang.Object> config)

ASupervisedLearner

protected ASupervisedLearner()

Method Detail

fitAndPredict

public P fitAndPredict(D dTrain,
                       I xTest)
                throws org.api4.java.ai.ml.core.exception.TrainingException,
                       org.api4.java.ai.ml.core.exception.PredictionException,
                       java.lang.InterruptedException

Specified by:

fitAndPredict in interface org.api4.java.ai.ml.core.learner.IFittablePredictor<I extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,D extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends I>>

Throws:

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

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

java.lang.InterruptedException

fitAndPredict

public B fitAndPredict(D dTrain,
                       I[] xTest)
                throws org.api4.java.ai.ml.core.exception.TrainingException,
                       org.api4.java.ai.ml.core.exception.PredictionException,
                       java.lang.InterruptedException

Specified by:

fitAndPredict in interface org.api4.java.ai.ml.core.learner.IFittablePredictor<I extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,D extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends I>>

Throws:

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

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

java.lang.InterruptedException

fitAndPredict

public B fitAndPredict(D dTrain,
                       D dTest)
                throws org.api4.java.ai.ml.core.exception.TrainingException,
                       org.api4.java.ai.ml.core.exception.PredictionException,
                       java.lang.InterruptedException

Specified by:

fitAndPredict in interface org.api4.java.ai.ml.core.learner.IFittablePredictor<I extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,D extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends I>>

Throws:

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

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

java.lang.InterruptedException

predict

public B predict(D 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<I extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,D extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends I>>

Throws:

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

java.lang.InterruptedException

predict

public abstract P predict(I 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<I extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,D extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends I>>

Throws:

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

java.lang.InterruptedException

predict

public abstract B predict(I[] 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<I extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,D extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends I>>

Throws:

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

java.lang.InterruptedException

setConfig

public void setConfig(java.util.Map<java.lang.String,java.lang.Object> config)
               throws org.api4.java.ai.ml.core.exception.LearnerConfigurationFailedException,
                      java.lang.InterruptedException

Specified by:

setConfig in interface org.api4.java.ai.ml.core.learner.ILearnerConfigHandler

Throws:

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

java.lang.InterruptedException

getConfig

public java.util.Map<java.lang.String,java.lang.Object> getConfig()

Specified by:

getConfig in interface org.api4.java.ai.ml.core.learner.ILearnerConfigHandler