ai.libs.jaicore.ml.tsc.classifier.shapelets

Interface ShapeletTransformLearningAlgorithm.IShapeletTransformLearningAlgorithmConfig

All Superinterfaces:

org.aeonbits.owner.Config, ai.libs.jaicore.basic.algorithm.IAlgorithmConfig, ai.libs.jaicore.basic.IConfig, ai.libs.jaicore.basic.algorithm.IRandomAlgorithmConfig, org.aeonbits.owner.Mutable, java.io.Serializable

Enclosing class:

ShapeletTransformLearningAlgorithm

public static interface ShapeletTransformLearningAlgorithm.IShapeletTransformLearningAlgorithmConfig
extends ai.libs.jaicore.basic.algorithm.IRandomAlgorithmConfig

Nested Class Summary

Nested classes/interfaces inherited from interface org.aeonbits.owner.Config

org.aeonbits.owner.Config.ConverterClass, org.aeonbits.owner.Config.DecryptorClass, org.aeonbits.owner.Config.DefaultValue, org.aeonbits.owner.Config.DisableableFeature, org.aeonbits.owner.Config.DisableFeature, org.aeonbits.owner.Config.EncryptedValue, org.aeonbits.owner.Config.HotReload, org.aeonbits.owner.Config.HotReloadType, org.aeonbits.owner.Config.Key, org.aeonbits.owner.Config.LoadPolicy, org.aeonbits.owner.Config.LoadType, org.aeonbits.owner.Config.PreprocessorClasses, org.aeonbits.owner.Config.Separator, org.aeonbits.owner.Config.Sources, org.aeonbits.owner.Config.TokenizerClass

Field Summary

Fields

Modifier and Type	Field and Description
static java.lang.String	K_CLUSTERSHAPELETS
static java.lang.String	K_ESTIMATESHAPELETLENGTHBORDERS
static java.lang.String	K_NUMCLUSTERS
static java.lang.String	K_NUMFOLDS
static java.lang.String	K_NUMSHAPELETS
static java.lang.String	K_SHAPELETLENGTH_MAX
static java.lang.String	K_SHAPELETLENGTH_MIN
static java.lang.String	K_USEHIVECOTEENSEMBLE

Fields inherited from interface ai.libs.jaicore.basic.algorithm.IRandomAlgorithmConfig

K_SEED

Fields inherited from interface ai.libs.jaicore.basic.algorithm.IAlgorithmConfig

K_CPUS, K_MEMORY, K_THREADS, K_TIMEOUT

Method Summary

Modifier and Type	Method and Description
boolean	clusterShapelets() Indicator whether clustering of shapelets should be used.
boolean	estimateShapeletLengthBorders() Indicator whether the min max estimation should be performed.
int	maxShapeletLength() The maximum length of shapelets to be considered.
int	minShapeletLength() The minimum length of shapelets to be considered.
int	numClusters() Number of shapelet clusters when shapelet clustering is used.
int	numFolds() Number of folds used within the MajorityConfidenceVote scheme for the ensembles.
int	numShapelets() Number of shapelets extracted in the shapelet search
boolean	useHIVECOTEEnsemble() Indicator whether the HIVE COTE ensemble should be used.

Methods inherited from interface ai.libs.jaicore.basic.algorithm.IRandomAlgorithmConfig

seed

Methods inherited from interface ai.libs.jaicore.basic.algorithm.IAlgorithmConfig

cpus, memory, threads, timeout

Methods inherited from interface ai.libs.jaicore.basic.IConfig

loadPropertiesFromFile, loadPropertiesFromList, loadPropertiesFromResource

Methods inherited from interface org.aeonbits.owner.Mutable

addPropertyChangeListener, addPropertyChangeListener, clear, load, load, removeProperty, removePropertyChangeListener, setProperty

Field Detail

K_NUMSHAPELETS

static final java.lang.String K_NUMSHAPELETS

See Also:

Constant Field Values

K_NUMCLUSTERS

static final java.lang.String K_NUMCLUSTERS

See Also:

Constant Field Values

K_CLUSTERSHAPELETS

static final java.lang.String K_CLUSTERSHAPELETS

See Also:

Constant Field Values

K_SHAPELETLENGTH_MIN

static final java.lang.String K_SHAPELETLENGTH_MIN

See Also:

Constant Field Values

K_SHAPELETLENGTH_MAX

static final java.lang.String K_SHAPELETLENGTH_MAX

See Also:

Constant Field Values

K_USEHIVECOTEENSEMBLE

static final java.lang.String K_USEHIVECOTEENSEMBLE

See Also:

Constant Field Values

K_ESTIMATESHAPELETLENGTHBORDERS

static final java.lang.String K_ESTIMATESHAPELETLENGTHBORDERS

See Also:

Constant Field Values

K_NUMFOLDS

static final java.lang.String K_NUMFOLDS

See Also:

Constant Field Values

Method Detail

numShapelets

@Config.Key(value="numshapelets")
 @Config.DefaultValue(value="10")
int numShapelets()

Number of shapelets extracted in the shapelet search

numClusters

@Config.Key(value="numclusters")
 @Config.DefaultValue(value="10")
int numClusters()

Number of shapelet clusters when shapelet clustering is used.

clusterShapelets

@Config.Key(value="clustershapelets")
 @Config.DefaultValue(value="false")
boolean clusterShapelets()

Indicator whether clustering of shapelets should be used.

minShapeletLength

@Config.Key(value="minshapeletlength")
 @Config.DefaultValue(value="3")
int minShapeletLength()

The minimum length of shapelets to be considered. Defaults to 3.

maxShapeletLength

@Config.Key(value="maxshapeletlength")
int maxShapeletLength()

The maximum length of shapelets to be considered.

useHIVECOTEEnsemble

@Config.Key(value="usehivecoteensemble")
boolean useHIVECOTEEnsemble()

Indicator whether the HIVE COTE ensemble should be used. If it is set to false, the CAWPE ensemble model will be used instead.

estimateShapeletLengthBorders

@Config.Key(value="estimateshapeletlengthborders")
boolean estimateShapeletLengthBorders()

Indicator whether the min max estimation should be performed.

numFolds

@Config.Key(value="numfolds")
 @Config.DefaultValue(value="5")
int numFolds()

Number of folds used within the MajorityConfidenceVote scheme for the ensembles. Defaults to 5.