Package ai.libs.jaicore.ml.scikitwrapper.simple

Class SimpleScikitLearnRegressor

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.scikitwrapper.simple.ASimpleScikitLearnWrapper<org.api4.java.ai.ml.regression.evaluation.IRegressionPrediction,org.api4.java.ai.ml.regression.evaluation.IRegressionResultBatch>

ai.libs.jaicore.ml.scikitwrapper.simple.SimpleScikitLearnRegressor

All Implemented Interfaces:

IScikitLearnWrapper, 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.control.ILoggingCustomizable

public class SimpleScikitLearnRegressor
extends ASimpleScikitLearnWrapper<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.scikitwrapper.simple.ASimpleScikitLearnWrapper

constructorCall, imports, problem, PYTHON_MINIMUM_REQUIRED_VERSION_MAJ, PYTHON_MINIMUM_REQUIRED_VERSION_MIN, PYTHON_MINIMUM_REQUIRED_VERSION_REL, PYTHON_OPTIONAL_MODULES, PYTHON_REQUIRED_MODULES, pythonC, sklearnClassifierConfig, trainingData

Constructor Summary

Constructors

Constructor	Description
SimpleScikitLearnRegressor(java.lang.String constructorCall, java.lang.String imports)

Method Summary

Modifier and Type	Method	Description
org.api4.java.ai.ml.regression.evaluation.IRegressionResultBatch	predict(org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> dTest)

Methods inherited from class ai.libs.jaicore.ml.scikitwrapper.simple.ASimpleScikitLearnWrapper

executePipeline, fit, fit, getDataName, getLoggerName, getModelFile, getModelPath, getOutputFile, getSKLearnScriptFile, predict, predict, setLoggerName, setModelPath, setPythonConfig, setPythonTemplate, setScikitLearnWrapperConfig, setSeed, setTargetIndices, setTimeout, toString

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

fitAndPredict, fitAndPredict, fitAndPredict, getConfig, setConfig

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, setConfig

Constructor Detail

SimpleScikitLearnRegressor

public SimpleScikitLearnRegressor(java.lang.String constructorCall,
                                  java.lang.String imports)
                           throws java.io.IOException,
                                  java.lang.InterruptedException

Throws:

java.io.IOException

java.lang.InterruptedException

Method Detail

predict

public org.api4.java.ai.ml.regression.evaluation.IRegressionResultBatch predict(org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends 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>>

Overrides:

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.regression.evaluation.IRegressionPrediction,org.api4.java.ai.ml.regression.evaluation.IRegressionResultBatch>

Throws:

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

java.lang.InterruptedException