weka.core.pmml

Class TargetMetaInfo

java.lang.Object

weka.core.pmml.FieldMetaInfo

weka.core.pmml.TargetMetaInfo

All Implemented Interfaces:

java.io.Serializable

public class TargetMetaInfo
extends FieldMetaInfo
implements java.io.Serializable

Class to encapsulate information about a Target.

Version:

$Revision 1.0 $

Author:

Mark Hall (mhall{[at]}pentaho{[dot]}com)

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class weka.core.pmml.FieldMetaInfo

FieldMetaInfo.Interval, FieldMetaInfo.Optype, FieldMetaInfo.Value

Method Summary

Modifier and Type	Method and Description
double	applyMinMaxRescaleCast(double prediction) Apply min and max, rescaleFactor, rescaleConstant and castInteger - in that order (where defined).
double	getDefaultValue() Get the default value (numeric target)
Attribute	getFieldAsAttribute() Return this field as an Attribute.
double	getPriorProbability(java.lang.String value) Get the prior probability for the supplied value.
java.util.ArrayList<java.lang.String>	getValues() Get the values (discrete case only) for this Target.

Methods inherited from class weka.core.pmml.FieldMetaInfo

getFieldName, getOptype

Methods inherited from class java.lang.Object

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

Method Detail

getPriorProbability

public double getPriorProbability(java.lang.String value)
                           throws java.lang.Exception

Get the prior probability for the supplied value.

Parameters:

value - the value to get the probability for

Returns:

the probability

Throws:

java.lang.Exception - if there are no TargetValues defined or if the supplied value is not in the list of TargetValues

getDefaultValue

public double getDefaultValue()
                       throws java.lang.Exception

Get the default value (numeric target)

Returns:

the default value

Throws:

java.lang.Exception - if there is no TargetValue defined

getValues

public java.util.ArrayList<java.lang.String> getValues()

Get the values (discrete case only) for this Target. Note: the list may be empty if the pmml doesn't specify any values.

Returns:

the values of this Target

applyMinMaxRescaleCast

public double applyMinMaxRescaleCast(double prediction)
                              throws java.lang.Exception

Apply min and max, rescaleFactor, rescaleConstant and castInteger - in that order (where defined).

Parameters:

prediction - the prediction to apply these modification to

Returns:

the modified prediction

Throws:

java.lang.Exception - if this target is not a continuous one

getFieldAsAttribute

public Attribute getFieldAsAttribute()

Return this field as an Attribute.

Specified by:

getFieldAsAttribute in class FieldMetaInfo

Returns:

an Attribute for this field.