java.lang.Object
- java.lang.Enum<EMLPlanScikitLearnProblemType>
- - ai.libs.mlplan.multiclass.sklearn.EMLPlanScikitLearnProblemType

All Implemented Interfaces:: ai.libs.mlplan.core.IProblemType<ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper<org.api4.java.ai.ml.core.evaluation.IPrediction,org.api4.java.ai.ml.core.evaluation.IPredictionBatch>>, java.io.Serializable, java.lang.Comparable<EMLPlanScikitLearnProblemType>

public enum EMLPlanScikitLearnProblemType
extends java.lang.Enum<EMLPlanScikitLearnProblemType>
implements ai.libs.mlplan.core.IProblemType<ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper<org.api4.java.ai.ml.core.evaluation.IPrediction,org.api4.java.ai.ml.core.evaluation.IPredictionBatch>>

Enum Constant Summary

Enum Constants
Enum Constant Description

CLASSIFICATION_MULTICLASS

CLASSIFICATION_MULTICLASS_UNLIMITED_LENGTH_PIPELINES

REGRESSION

RUL

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`java.lang.String`	`getLastHASCOMethodPriorToParameterRefinementOfBareLearner()`
`java.lang.String`	`getLastHASCOMethodPriorToParameterRefinementOfPipeline()`
`AScikitLearnLearnerFactory`	`getLearnerFactory()`
`java.lang.String`	`getName()`
`org.api4.java.ai.ml.core.evaluation.supervised.loss.IDeterministicPredictionPerformanceMeasure<?,?>`	`getPerformanceMetricForSearchPhase()`
`org.api4.java.ai.ml.core.evaluation.supervised.loss.IDeterministicPredictionPerformanceMeasure<?,?>`	`getPerformanceMetricForSelectionPhase()`
`java.lang.String`	`getPreferredComponentListFromFileSystem()`
`java.lang.String`	`getPreferredComponentListFromResource()`
`java.lang.String`	`getRequestedBasicProblemInterface()`
`java.lang.String`	`getRequestedInterface()`
`org.api4.java.ai.ml.core.dataset.splitter.IFoldSizeConfigurableRandomDatasetSplitter<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>>`	`getSearchSelectionDatasetSplitter()`
`java.lang.String`	`getSearchSpaceConfigFileFromResource()`
`java.lang.String`	`getSearchSpaceConfigFromFileSystem()`
`ai.libs.jaicore.ml.core.EScikitLearnProblemType`	`getSkLearnProblemType()`
`ai.libs.mlplan.core.PipelineValidityCheckingNodeEvaluator`	`getValidityCheckingNodeEvaluator()`
`static EMLPlanScikitLearnProblemType`	`valueOf(java.lang.String name)`	Returns the enum constant of this type with the specified name.
`static EMLPlanScikitLearnProblemType[]`	`values()`	Returns an array containing the constants of this enum type, in the order they are declared.

Methods inherited from class java.lang.Enum
clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf

Methods inherited from class java.lang.Object
getClass, notify, notifyAll, wait, wait, wait

- Enum Constant Detail
  - CLASSIFICATION_MULTICLASS
```
public static final EMLPlanScikitLearnProblemType CLASSIFICATION_MULTICLASS
```
  - CLASSIFICATION_MULTICLASS_UNLIMITED_LENGTH_PIPELINES
```
public static final EMLPlanScikitLearnProblemType CLASSIFICATION_MULTICLASS_UNLIMITED_LENGTH_PIPELINES
```
  - REGRESSION
```
public static final EMLPlanScikitLearnProblemType REGRESSION
```
  - RUL
```
public static final EMLPlanScikitLearnProblemType RUL
```
- Method Detail
  - values
```
public static EMLPlanScikitLearnProblemType[] values()
```
    Returns an array containing the constants of this enum type, in the order they are declared. This method may be used to iterate over the constants as follows:
    for (EMLPlanScikitLearnProblemType c : EMLPlanScikitLearnProblemType.values()) System.out.println(c);
    Returns:
    
    an array containing the constants of this enum type, in the order they are declared
  - valueOf
```
public static EMLPlanScikitLearnProblemType valueOf(java.lang.String name)
```
    Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)
    
    Parameters:
    
    name - the name of the enum constant to be returned.
    
    Returns:
    
    the enum constant with the specified name
    
    Throws:
    
    java.lang.IllegalArgumentException - if this enum type has no constant with the specified name
    
    java.lang.NullPointerException - if the argument is null
  - getSkLearnProblemType
```
public ai.libs.jaicore.ml.core.EScikitLearnProblemType getSkLearnProblemType()
```
  - getSearchSpaceConfigFileFromResource
```
public java.lang.String getSearchSpaceConfigFileFromResource()
```
    Specified by:
    
    getSearchSpaceConfigFileFromResource in interface ai.libs.mlplan.core.IProblemType<ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper<org.api4.java.ai.ml.core.evaluation.IPrediction,org.api4.java.ai.ml.core.evaluation.IPredictionBatch>>
  - getSearchSpaceConfigFromFileSystem
```
public java.lang.String getSearchSpaceConfigFromFileSystem()
```
    Specified by:
    
    getSearchSpaceConfigFromFileSystem in interface ai.libs.mlplan.core.IProblemType<ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper<org.api4.java.ai.ml.core.evaluation.IPrediction,org.api4.java.ai.ml.core.evaluation.IPredictionBatch>>
  - getPreferredComponentListFromResource
```
public java.lang.String getPreferredComponentListFromResource()
```
    Specified by:
    
    getPreferredComponentListFromResource in interface ai.libs.mlplan.core.IProblemType<ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper<org.api4.java.ai.ml.core.evaluation.IPrediction,org.api4.java.ai.ml.core.evaluation.IPredictionBatch>>
  - getPreferredComponentListFromFileSystem
```
public java.lang.String getPreferredComponentListFromFileSystem()
```
    Specified by:
    
    getPreferredComponentListFromFileSystem in interface ai.libs.mlplan.core.IProblemType<ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper<org.api4.java.ai.ml.core.evaluation.IPrediction,org.api4.java.ai.ml.core.evaluation.IPredictionBatch>>
  - getRequestedInterface
```
public java.lang.String getRequestedInterface()
```
    Specified by:
    
    getRequestedInterface in interface ai.libs.mlplan.core.IProblemType<ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper<org.api4.java.ai.ml.core.evaluation.IPrediction,org.api4.java.ai.ml.core.evaluation.IPredictionBatch>>
  - getRequestedBasicProblemInterface
```
public java.lang.String getRequestedBasicProblemInterface()
```
  - getLastHASCOMethodPriorToParameterRefinementOfBareLearner
```
public java.lang.String getLastHASCOMethodPriorToParameterRefinementOfBareLearner()
```
    Specified by:
    
    getLastHASCOMethodPriorToParameterRefinementOfBareLearner in interface ai.libs.mlplan.core.IProblemType<ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper<org.api4.java.ai.ml.core.evaluation.IPrediction,org.api4.java.ai.ml.core.evaluation.IPredictionBatch>>
  - getLastHASCOMethodPriorToParameterRefinementOfPipeline
```
public java.lang.String getLastHASCOMethodPriorToParameterRefinementOfPipeline()
```
    Specified by:
    
    getLastHASCOMethodPriorToParameterRefinementOfPipeline in interface ai.libs.mlplan.core.IProblemType<ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper<org.api4.java.ai.ml.core.evaluation.IPrediction,org.api4.java.ai.ml.core.evaluation.IPredictionBatch>>
  - getPerformanceMetricForSearchPhase
```
public org.api4.java.ai.ml.core.evaluation.supervised.loss.IDeterministicPredictionPerformanceMeasure<?,?> getPerformanceMetricForSearchPhase()
```
    Specified by:
    
    getPerformanceMetricForSearchPhase in interface ai.libs.mlplan.core.IProblemType<ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper<org.api4.java.ai.ml.core.evaluation.IPrediction,org.api4.java.ai.ml.core.evaluation.IPredictionBatch>>
  - getPerformanceMetricForSelectionPhase
```
public org.api4.java.ai.ml.core.evaluation.supervised.loss.IDeterministicPredictionPerformanceMeasure<?,?> getPerformanceMetricForSelectionPhase()
```
    Specified by:
    
    getPerformanceMetricForSelectionPhase in interface ai.libs.mlplan.core.IProblemType<ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper<org.api4.java.ai.ml.core.evaluation.IPrediction,org.api4.java.ai.ml.core.evaluation.IPredictionBatch>>
  - getName
```
public java.lang.String getName()
```
    Specified by:
    
    getName in interface ai.libs.mlplan.core.IProblemType<ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper<org.api4.java.ai.ml.core.evaluation.IPrediction,org.api4.java.ai.ml.core.evaluation.IPredictionBatch>>
  - getLearnerFactory
```
public AScikitLearnLearnerFactory getLearnerFactory()
```
    Specified by:
    
    getLearnerFactory in interface ai.libs.mlplan.core.IProblemType<ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper<org.api4.java.ai.ml.core.evaluation.IPrediction,org.api4.java.ai.ml.core.evaluation.IPredictionBatch>>
  - getSearchSelectionDatasetSplitter
```
public org.api4.java.ai.ml.core.dataset.splitter.IFoldSizeConfigurableRandomDatasetSplitter<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>> getSearchSelectionDatasetSplitter()
```
    Specified by:
    
    getSearchSelectionDatasetSplitter in interface ai.libs.mlplan.core.IProblemType<ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper<org.api4.java.ai.ml.core.evaluation.IPrediction,org.api4.java.ai.ml.core.evaluation.IPredictionBatch>>
  - getValidityCheckingNodeEvaluator
```
public ai.libs.mlplan.core.PipelineValidityCheckingNodeEvaluator getValidityCheckingNodeEvaluator()
```
    Specified by:
    
    getValidityCheckingNodeEvaluator in interface ai.libs.mlplan.core.IProblemType<ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper<org.api4.java.ai.ml.core.evaluation.IPrediction,org.api4.java.ai.ml.core.evaluation.IPredictionBatch>>

Enum Constant	Description
`CLASSIFICATION_MULTICLASS`
`CLASSIFICATION_MULTICLASS_UNLIMITED_LENGTH_PIPELINES`
`REGRESSION`
`RUL`

Enum EMLPlanScikitLearnProblemType

Enum Constant Summary

Method Summary

Methods inherited from class java.lang.Enum

Methods inherited from class java.lang.Object

Enum Constant Detail

CLASSIFICATION_MULTICLASS

CLASSIFICATION_MULTICLASS_UNLIMITED_LENGTH_PIPELINES

REGRESSION

RUL

Method Detail

values

valueOf

getSkLearnProblemType

getSearchSpaceConfigFileFromResource

getSearchSpaceConfigFromFileSystem

getPreferredComponentListFromResource

getPreferredComponentListFromFileSystem

getRequestedInterface

getRequestedBasicProblemInterface

getLastHASCOMethodPriorToParameterRefinementOfBareLearner

getLastHASCOMethodPriorToParameterRefinementOfPipeline

getPerformanceMetricForSearchPhase

getPerformanceMetricForSelectionPhase

getName

getLearnerFactory

getSearchSelectionDatasetSplitter

getValidityCheckingNodeEvaluator