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

Class WekaClassifier

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.classification.singlelabel.evaluation.ISingleLabelClassification,org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassificationPredictionBatch>

ai.libs.jaicore.ml.weka.classification.learner.WekaClassifier

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 WekaClassifier
extends AWekaLearner<org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification,org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassificationPredictionBatch>
implements IWekaClassifier

Field Summary

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

name, schema, wrappedLearner

Constructor Summary

Constructors

Constructor	Description
WekaClassifier(java.lang.String name, java.lang.String[] options)
WekaClassifier(weka.classifiers.Classifier classifier)

Method Summary

Modifier and Type	Method	Description
static WekaClassifier	createBaseClassifier(java.lang.String name, java.util.List<java.lang.String> options)
static WekaClassifier	createPipeline(java.lang.String searcher, java.util.List<java.lang.String> searcherOptions, java.lang.String evaluator, java.util.List<java.lang.String> evaluatorOptions, java.lang.String classifier, java.util.List<java.lang.String> classifierOptions)
protected org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassificationPredictionBatch	getPredictionListAsBatch(java.util.List<org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification> predictionList)
org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification	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.IFittable

fit

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, setConfig

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

predict, predict

Methods inherited from interface ai.libs.jaicore.ml.weka.classification.learner.IWekaClassifier

getClassifier

Constructor Detail

WekaClassifier

public WekaClassifier(java.lang.String name,
                      java.lang.String[] options)

WekaClassifier

public WekaClassifier(weka.classifiers.Classifier classifier)

Method Detail

createPipeline

public static WekaClassifier createPipeline(java.lang.String searcher,
                                            java.util.List<java.lang.String> searcherOptions,
                                            java.lang.String evaluator,
                                            java.util.List<java.lang.String> evaluatorOptions,
                                            java.lang.String classifier,
                                            java.util.List<java.lang.String> classifierOptions)
                                     throws java.lang.Exception

Throws:

java.lang.Exception

createBaseClassifier

public static WekaClassifier createBaseClassifier(java.lang.String name,
                                                  java.util.List<java.lang.String> options)

predict

public org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification 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.classification.singlelabel.evaluation.ISingleLabelClassification,org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassificationPredictionBatch>

Throws:

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

java.lang.InterruptedException

getPredictionListAsBatch

protected org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassificationPredictionBatch getPredictionListAsBatch(java.util.List<org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification> predictionList)

Specified by:

getPredictionListAsBatch in class AWekaLearner<org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification,org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassificationPredictionBatch>