Package ai.libs.mlplan.multiclass.sklearn

Class ATwoStepPipelineScikitLearnFactory

java.lang.Object

ai.libs.mlplan.multiclass.sklearn.AScikitLearnLearnerFactory

ai.libs.mlplan.multiclass.sklearn.ATwoStepPipelineScikitLearnFactory

All Implemented Interfaces:

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

Direct Known Subclasses:

ScikitLearnClassifierFactory, ScikitLearnRegressorFactory

public abstract class ATwoStepPipelineScikitLearnFactory
extends AScikitLearnLearnerFactory

Field Summary

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

N_PREPROCESSOR

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	ATwoStepPipelineScikitLearnFactory(ai.libs.jaicore.ml.core.EScikitLearnProblemType problemType, java.lang.String learnerFieldName)

Method Summary

Modifier and Type	Method	Description
java.lang.String	getPipelineBuildString(ai.libs.jaicore.components.model.ComponentInstance groundComponent, java.util.Set<java.lang.String> importSet)

Methods inherited from class ai.libs.mlplan.multiclass.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

ATwoStepPipelineScikitLearnFactory

protected ATwoStepPipelineScikitLearnFactory(ai.libs.jaicore.ml.core.EScikitLearnProblemType problemType,
                                             java.lang.String learnerFieldName)

Method Detail

getPipelineBuildString

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

Specified by:

getPipelineBuildString in class AScikitLearnLearnerFactory