biz.sc.mm.dm.algorithm.abm

Interface BaseAttribute

All Superinterfaces:

CommonAttribute

public interface BaseAttribute
extends CommonAttribute

Method Summary

Methods

Modifier and Type	Method and Description
boolean	getAttributeTypeFrozen()
boolean	getAttributeUsageFrozen()
java.lang.Double	getCorrelation(AttributeCategory ac)
java.lang.Double	getCorrelation(java.lang.Object category, AttributeCategory ac)
java.lang.Boolean	getDiscretizeTransformationChosen()
double	getFeatureSelectionScore()
java.lang.Boolean	getIndicatorTransformationChosen()
java.lang.Boolean	getIndicatorTransformationPreferred()
double	getInformationGain()
java.util.List<InteractionInfo>	getInteractions()
double	getLogInformationGain()
java.lang.Boolean	getLogTransformationPreferred()
double	getReciprocalInformationGain()
java.lang.Boolean	getReciprocalTransformationPreferred()
ReplaceMissingType	getReplaceMissingType()
java.lang.Object	getReplaceMissingValue()
double	getSqrInformationGain()
double	getSqrtInformationGain()
java.lang.Boolean	getSqrTransformationPreferred()
java.lang.Boolean	getSqrtTransformationPreferred()
void	setAttributeType(ABMAttributeType attributeType)
void	setAttributeTypeFrozen(boolean attributeTypeFrozen)
void	setAttributeUsage(ABMAttributeUsage attributeUsage)
void	setAttributeUsageFrozen(boolean attributeUsageFrozen)
void	setLowerOutlier(double lowerOutlier)
void	setReplaceMissingType(ReplaceMissingType type)
void	setReplaceMissingValue(java.lang.Object value)
void	setUpperOutlier(double upperOutlier)

Methods inherited from interface biz.sc.mm.dm.algorithm.abm.CommonAttribute

getAttributeType, getAttributeUsage, getDiscreteCount, getDiscreteCountCalculated, getDiscreteCountExceeded, getLowerOutlier, getMax, getMaxCalculated, getMean, getMeanCalculated, getMin, getMinCalculated, getMode, getModeCalculated, getModePercent, getNullsCalculated, getNullsCount, getNullsPercent, getPercentile, getPercentiles, getPercentilesCalculated, getStandardDeviation, getStandardDeviationCalculated, getUpperOutlier, isLowerOutlierSet, isUpperOutlierSet

Method Detail

setAttributeTypeFrozen

void setAttributeTypeFrozen(boolean attributeTypeFrozen)

Parameters:

attributeTypeFrozen - if true ABMAttributeType won't be changed automatically

getAttributeTypeFrozen

boolean getAttributeTypeFrozen()

setAttributeUsageFrozen

void setAttributeUsageFrozen(boolean attributeUsageFrozen)

Parameters:

attributeUsageFrozen - if true ABMAttributeUsage won't be changed automatically

getAttributeUsageFrozen

boolean getAttributeUsageFrozen()

setAttributeType

void setAttributeType(ABMAttributeType attributeType)

setAttributeUsage

void setAttributeUsage(ABMAttributeUsage attributeUsage)

setReplaceMissingType

void setReplaceMissingType(ReplaceMissingType type)

getReplaceMissingType

ReplaceMissingType getReplaceMissingType()

setReplaceMissingValue

void setReplaceMissingValue(java.lang.Object value)

Parameters:

value - used if ReplaceMissingType is set to ReplaceMissingType.custom

getReplaceMissingValue

java.lang.Object getReplaceMissingValue()

setLowerOutlier

void setLowerOutlier(double lowerOutlier)

setUpperOutlier

void setUpperOutlier(double upperOutlier)

getReciprocalTransformationPreferred

java.lang.Boolean getReciprocalTransformationPreferred()

Returns:

false if reciprocal transformation can't be used. true on null if it can. null means that it was't checked if that transformation is better than original variable.

getSqrtTransformationPreferred

java.lang.Boolean getSqrtTransformationPreferred()

Returns:

false if sqrt transformation can't be used. true on null if it can. null means that it was't checked if that transformation is better than original variable.

getLogTransformationPreferred

java.lang.Boolean getLogTransformationPreferred()

Returns:

false if log transformation can't be used. true on null if it can. null means that it was't checked if that transformation is better than original variable.

getSqrTransformationPreferred

java.lang.Boolean getSqrTransformationPreferred()

Returns:

false if sqr transformation can't be used. true on null if it can. null means that it was't checked if that transformation is better than original variable.

getIndicatorTransformationPreferred

java.lang.Boolean getIndicatorTransformationPreferred()

Returns:

false if indicator transformation can't be used. true on null if it can. null means that it was't checked if that transformation is better than original variable.

getCorrelation

java.lang.Double getCorrelation(java.lang.Object category,
                              AttributeCategory ac)

Returns:

correlation of this atribute's category with another attribute. This attribute has to be categorical.

getCorrelation

java.lang.Double getCorrelation(AttributeCategory ac)

Returns:

correlation of this atribute with another attribute. This attribute has to be numerical.

getIndicatorTransformationChosen

java.lang.Boolean getIndicatorTransformationChosen()

Returns:

true if transformed varible is better than original variable. false it's worse. null if it wasn't checked.

getDiscretizeTransformationChosen

java.lang.Boolean getDiscretizeTransformationChosen()

Returns:

true if transformed varible is better than original variable. false it's worse. null if it wasn't checked.

getFeatureSelectionScore

double getFeatureSelectionScore()

getInformationGain

double getInformationGain()

getReciprocalInformationGain

double getReciprocalInformationGain()

getSqrtInformationGain

double getSqrtInformationGain()

getLogInformationGain

double getLogInformationGain()

getSqrInformationGain

double getSqrInformationGain()

getInteractions

java.util.List<InteractionInfo> getInteractions()