Package ai.libs.mlplan.sklearn

Class ScikitLearnClassifierFactory

java.lang.Object

ai.libs.mlplan.sklearn.AScikitLearnLearnerFactory

ai.libs.mlplan.sklearn.ATwoStepPipelineScikitLearnFactory

ai.libs.mlplan.sklearn.ScikitLearnClassifierFactory

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 ScikitLearnClassifierFactory
extends ATwoStepPipelineScikitLearnFactory

Field Summary

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

N_PREPROCESSOR

Constructor Summary

Constructors

Constructor	Description
ScikitLearnClassifierFactory()

Method Summary

Modifier and Type	Method	Description
ai.libs.jaicore.ml.scikitwrapper.IScikitLearnWrapper	getScikitLearnWrapper(java.lang.String constructionString, java.lang.String imports)

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

getPipelineBuildString

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

ScikitLearnClassifierFactory

public ScikitLearnClassifierFactory()

Method Detail

getScikitLearnWrapper

public ai.libs.jaicore.ml.scikitwrapper.IScikitLearnWrapper 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