Package ai.libs.mlplan.cli.module.slc

Class AMLPlan4ClassificationCLIModule

java.lang.Object

ai.libs.mlplan.cli.module.AMLPlanCLIModule

ai.libs.mlplan.cli.module.slc.AMLPlan4ClassificationCLIModule

All Implemented Interfaces:

IMLPlanCLIModule

Direct Known Subclasses:

MLPlan4ScikitLearnClassificationCLIModule, MLPlan4WekaClassificationCLIModule

public abstract class AMLPlan4ClassificationCLIModule
extends AMLPlanCLIModule
implements IMLPlanCLIModule

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	AMLPlan4ClassificationCLIModule(java.util.List<java.lang.String> subModules, java.lang.String defaultModule)

Method Summary

Modifier and Type	Method	Description
protected void	configureLoss(org.apache.commons.cli.CommandLine cl, org.api4.java.ai.ml.core.dataset.schema.attribute.ICategoricalAttribute labelAtt, ai.libs.mlplan.core.AMLPlanBuilder builder)
org.api4.java.ai.ml.core.dataset.schema.attribute.ICategoricalAttribute	getLabelAttribute(org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset fitDataset)
java.lang.String	getRunReportAsString(org.api4.java.ai.ml.core.learner.ISupervisedLearner learner, org.api4.java.ai.ml.core.evaluation.execution.ILearnerRunReport runReport)

Methods inherited from class ai.libs.mlplan.cli.module.AMLPlanCLIModule

getDefaultPerformanceMeasure, getDefaultSettingOptionValue, getPerformanceMeasures, getSettingOptionValues

Methods inherited from class java.lang.Object

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

Methods inherited from interface ai.libs.mlplan.cli.module.IMLPlanCLIModule

getDefaultPerformanceMeasure, getDefaultSettingOptionValue, getMLPlanBuilderForSetting, getPerformanceMeasure, getPerformanceMeasures, getSettingOptionValues

Constructor Detail

AMLPlan4ClassificationCLIModule

protected AMLPlan4ClassificationCLIModule(java.util.List<java.lang.String> subModules,
                                          java.lang.String defaultModule)

Method Detail

configureLoss

protected void configureLoss(org.apache.commons.cli.CommandLine cl,
                             org.api4.java.ai.ml.core.dataset.schema.attribute.ICategoricalAttribute labelAtt,
                             ai.libs.mlplan.core.AMLPlanBuilder builder)

getLabelAttribute

public org.api4.java.ai.ml.core.dataset.schema.attribute.ICategoricalAttribute getLabelAttribute(org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset fitDataset)

getRunReportAsString

public java.lang.String getRunReportAsString(org.api4.java.ai.ml.core.learner.ISupervisedLearner learner,
                                             org.api4.java.ai.ml.core.evaluation.execution.ILearnerRunReport runReport)

Specified by:

getRunReportAsString in interface IMLPlanCLIModule