Package ai.libs.mlplan.multiclass.sklearn

Class SKLearnClassifierFactory

java.lang.Object

ai.libs.mlplan.multiclass.sklearn.SKLearnClassifierFactory

All Implemented Interfaces:

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

public class SKLearnClassifierFactory
extends java.lang.Object
implements ai.libs.mlplan.core.ILearnerFactory<ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper>, org.api4.java.common.control.ILoggingCustomizable

The SKLearnClassifierFactory takes a ground component instance and parses it into a ScikitLearnWrapper as defined in the project jaicore-ml. This factory may be used in the context of HASCO, especially for ML-Plan.

Constructor Summary

Constructors

Constructor	Description
SKLearnClassifierFactory()

Method Summary

Modifier and Type	Method	Description
java.lang.String	extractSKLearnConstructInstruction(ai.libs.hasco.model.ComponentInstance groundComponent, java.util.Set<java.lang.String> importSet)
ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper	getComponentInstantiation(ai.libs.hasco.model.ComponentInstance groundComponent)
java.lang.String	getLoggerName()
void	setLoggerName(java.lang.String name)

Methods inherited from class java.lang.Object

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

Constructor Detail

SKLearnClassifierFactory

public SKLearnClassifierFactory()

Method Detail

getComponentInstantiation

public ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper getComponentInstantiation(ai.libs.hasco.model.ComponentInstance groundComponent)
                                                                              throws ai.libs.hasco.exceptions.ComponentInstantiationFailedException

Specified by:

getComponentInstantiation in interface ai.libs.hasco.optimizingfactory.BaseFactory<ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper>

Throws:

ai.libs.hasco.exceptions.ComponentInstantiationFailedException

extractSKLearnConstructInstruction

public java.lang.String extractSKLearnConstructInstruction(ai.libs.hasco.model.ComponentInstance groundComponent,
                                                           java.util.Set<java.lang.String> importSet)

getLoggerName

public java.lang.String getLoggerName()

Specified by:

getLoggerName in interface org.api4.java.common.control.ILoggingCustomizable

setLoggerName

public void setLoggerName(java.lang.String name)

Specified by:

setLoggerName in interface org.api4.java.common.control.ILoggingCustomizable