Package ai.libs.mlplan.sklearn

Class ScikitLearnTimeSeriesRegressionFactory

java.lang.Object

ai.libs.mlplan.sklearn.AScikitLearnLearnerFactory

ai.libs.mlplan.sklearn.ScikitLearnTimeSeriesRegressionFactory

All Implemented Interfaces:

ai.libs.jaicore.components.optimizingfactory.BaseFactory<ai.libs.jaicore.ml.scikitwrapper.IScikitLearnWrapper>, ai.libs.mlplan.core.ILearnerFactory<ai.libs.jaicore.ml.scikitwrapper.IScikitLearnWrapper>, org.api4.java.common.control.ILoggingCustomizable

public class ScikitLearnTimeSeriesRegressionFactory
extends AScikitLearnLearnerFactory

Field Summary

Fields inherited from class ai.libs.mlplan.sklearn.AScikitLearnLearnerFactory

N_PREPROCESSOR

Constructor Summary

Constructors

Constructor	Description
ScikitLearnTimeSeriesRegressionFactory()

Method Summary

Modifier and Type	Method	Description
java.lang.String	getPipelineBuildString(ai.libs.jaicore.components.api.IComponentInstance groundComponent, java.util.Set<java.lang.String> importSet)
ai.libs.jaicore.ml.scikitwrapper.AScikitLearnWrapper<org.api4.java.ai.ml.core.evaluation.IPrediction,org.api4.java.ai.ml.core.evaluation.IPredictionBatch>	getScikitLearnWrapper(java.lang.String constructionString, java.lang.String imports)

Methods inherited from class ai.libs.mlplan.sklearn.AScikitLearnLearnerFactory

extractSKLearnConstructInstruction, getComponentInstantiation, getLoggerName, setLoggerName, setPythonConfig, setSeed, setTimeout

Methods inherited from class java.lang.Object

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

Constructor Detail

ScikitLearnTimeSeriesRegressionFactory

public ScikitLearnTimeSeriesRegressionFactory()

Method Detail

getPipelineBuildString

public java.lang.String getPipelineBuildString(ai.libs.jaicore.components.api.IComponentInstance groundComponent,
                                               java.util.Set<java.lang.String> importSet)

Specified by:

getPipelineBuildString in class AScikitLearnLearnerFactory

getScikitLearnWrapper

public ai.libs.jaicore.ml.scikitwrapper.AScikitLearnWrapper<org.api4.java.ai.ml.core.evaluation.IPrediction,org.api4.java.ai.ml.core.evaluation.IPredictionBatch> getScikitLearnWrapper(java.lang.String constructionString,
                                                                                                                                                                                              java.lang.String imports)
                                                                                                                                                                                       throws java.io.IOException,
                                                                                                                                                                                              java.lang.InterruptedException

Specified by:

getScikitLearnWrapper in class AScikitLearnLearnerFactory

Throws:

java.io.IOException

java.lang.InterruptedException