Package ai.libs.mlplan.cli.module.regression

Class MLPlan4ScikitLearnRegressionCLIModule

java.lang.Object

ai.libs.mlplan.cli.module.AMLPlanCLIModule

ai.libs.mlplan.cli.module.regression.AMLPlan4RegressionCLIModule

ai.libs.mlplan.cli.module.regression.MLPlan4ScikitLearnRegressionCLIModule

All Implemented Interfaces:

IMLPlanCLIModule

public class MLPlan4ScikitLearnRegressionCLIModule
extends AMLPlan4RegressionCLIModule
implements IMLPlanCLIModule

Field Summary

Fields

Modifier and Type	Field	Description
static java.lang.String	M_REGRESSION
static java.lang.String	M_RUL

Fields inherited from class ai.libs.mlplan.cli.module.regression.AMLPlan4RegressionCLIModule

L_AL, L_MAE, L_MAPE, L_MSE, L_R2, L_RMSE, L_RMSLE

Constructor Summary

Constructors

Constructor	Description
MLPlan4ScikitLearnRegressionCLIModule()

Method Summary

Modifier and Type	Method	Description
ai.libs.mlplan.sklearn.builder.MLPlanScikitLearnBuilder	getMLPlanBuilderForSetting(org.apache.commons.cli.CommandLine cl, 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.regression.AMLPlan4RegressionCLIModule

configureLoss

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, getPerformanceMeasure, getPerformanceMeasures, getSettingOptionValues

Field Detail

M_RUL

public static final java.lang.String M_RUL

See Also:

Constant Field Values

M_REGRESSION

public static final java.lang.String M_REGRESSION

See Also:

Constant Field Values

Constructor Detail

MLPlan4ScikitLearnRegressionCLIModule

public MLPlan4ScikitLearnRegressionCLIModule()

Method Detail

getMLPlanBuilderForSetting

public ai.libs.mlplan.sklearn.builder.MLPlanScikitLearnBuilder getMLPlanBuilderForSetting(org.apache.commons.cli.CommandLine cl,
                                                                                          org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset fitDataset)
                                                                                   throws java.io.IOException

Specified by:

getMLPlanBuilderForSetting in interface IMLPlanCLIModule

Throws:

java.io.IOException

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