Package weka.core.pmml.jaxbbindings

Class PredictiveModelQuality

  • public class PredictiveModelQuality
extends Object

    Java class for PredictiveModelQuality element declaration.

    The following schema fragment specifies the expected content contained within this class. 

     <element name="PredictiveModelQuality">
   <complexType>
     <complexContent>
       <restriction base="{http://www.w3.org/2001/XMLSchema}anyType">
         <sequence>
           <element ref="{http://www.dmg.org/PMML-4_1}Extension" maxOccurs="unbounded" minOccurs="0"/>
           <element ref="{http://www.dmg.org/PMML-4_1}ConfusionMatrix" minOccurs="0"/>
           <element ref="{http://www.dmg.org/PMML-4_1}LiftData" minOccurs="0"/>
           <element ref="{http://www.dmg.org/PMML-4_1}ROC" minOccurs="0"/>
         </sequence>
         <attribute name="AIC" type="{http://www.dmg.org/PMML-4_1}NUMBER" />
         <attribute name="AICc" type="{http://www.dmg.org/PMML-4_1}NUMBER" />
         <attribute name="BIC" type="{http://www.dmg.org/PMML-4_1}NUMBER" />
         <attribute name="adj-r-squared" type="{http://www.dmg.org/PMML-4_1}NUMBER" />
         <attribute name="dataName" type="{http://www.w3.org/2001/XMLSchema}string" />
         <attribute name="dataUsage" default="training">
           <simpleType>
             <restriction base="{http://www.w3.org/2001/XMLSchema}string">
               <enumeration value="training"/>
               <enumeration value="test"/>
               <enumeration value="validation"/>
             </restriction>
           </simpleType>
         </attribute>
         <attribute name="degreesOfFreedom" type="{http://www.dmg.org/PMML-4_1}NUMBER" />
         <attribute name="fStatistic" type="{http://www.dmg.org/PMML-4_1}NUMBER" />
         <attribute name="meanAbsoluteError" type="{http://www.dmg.org/PMML-4_1}NUMBER" />
         <attribute name="meanError" type="{http://www.dmg.org/PMML-4_1}NUMBER" />
         <attribute name="meanSquaredError" type="{http://www.dmg.org/PMML-4_1}NUMBER" />
         <attribute name="numOfPredictors" type="{http://www.dmg.org/PMML-4_1}NUMBER" />
         <attribute name="numOfRecords" type="{http://www.dmg.org/PMML-4_1}NUMBER" />
         <attribute name="numOfRecordsWeighted" type="{http://www.dmg.org/PMML-4_1}NUMBER" />
         <attribute name="r-squared" type="{http://www.dmg.org/PMML-4_1}NUMBER" />
         <attribute name="rootMeanSquaredError" type="{http://www.dmg.org/PMML-4_1}NUMBER" />
         <attribute name="sumSquaredError" type="{http://www.dmg.org/PMML-4_1}NUMBER" />
         <attribute name="sumSquaredRegression" type="{http://www.dmg.org/PMML-4_1}NUMBER" />
         <attribute name="targetField" use="required" type="{http://www.w3.org/2001/XMLSchema}string" />
       </restriction>
     </complexContent>
   </complexType>
 </element>

    • Constructor Detail

      • PredictiveModelQuality

        public PredictiveModelQuality()

    • Method Detail

      • getExtension

        public List<Extension> getExtension()
        Gets the value of the extension property.

        This accessor method returns a reference to the live list, not a snapshot. Therefore any modification you make to the returned list will be present inside the JAXB object. This is why there is not a set method for the extension property.

        For example, to add a new item, do as follows: 

            getExtension().add(newItem);

        Objects of the following type(s) are allowed in the list Extension

      • getConfusionMatrix

        public ConfusionMatrix getConfusionMatrix()
        Gets the value of the confusionMatrix property.
        Returns:
        possible object is ConfusionMatrix

      • setConfusionMatrix

        public void setConfusionMatrix​(ConfusionMatrix value)
        Sets the value of the confusionMatrix property.
        Parameters:
        value - allowed object is ConfusionMatrix

      • getLiftData

        public LiftData getLiftData()
        Gets the value of the liftData property.
        Returns:
        possible object is LiftData

      • setLiftData

        public void setLiftData​(LiftData value)
        Sets the value of the liftData property.
        Parameters:
        value - allowed object is LiftData

      • getROC

        public ROC getROC()
        Gets the value of the roc property.
        Returns:
        possible object is ROC

      • setROC

        public void setROC​(ROC value)
        Sets the value of the roc property.
        Parameters:
        value - allowed object is ROC

      • getAIC

        public Double getAIC()
        Gets the value of the aic property.
        Returns:
        possible object is Double

      • setAIC

        public void setAIC​(Double value)
        Sets the value of the aic property.
        Parameters:
        value - allowed object is Double

      • getAICc

        public Double getAICc()
        Gets the value of the aiCc property.
        Returns:
        possible object is Double

      • setAICc

        public void setAICc​(Double value)
        Sets the value of the aiCc property.
        Parameters:
        value - allowed object is Double

      • getBIC

        public Double getBIC()
        Gets the value of the bic property.
        Returns:
        possible object is Double

      • setBIC

        public void setBIC​(Double value)
        Sets the value of the bic property.
        Parameters:
        value - allowed object is Double

      • getAdjRSquared

        public Double getAdjRSquared()
        Gets the value of the adjRSquared property.
        Returns:
        possible object is Double

      • setAdjRSquared

        public void setAdjRSquared​(Double value)
        Sets the value of the adjRSquared property.
        Parameters:
        value - allowed object is Double

      • getDataName

        public String getDataName()
        Gets the value of the dataName property.
        Returns:
        possible object is String

      • setDataName

        public void setDataName​(String value)
        Sets the value of the dataName property.
        Parameters:
        value - allowed object is String

      • getDataUsage

        public String getDataUsage()
        Gets the value of the dataUsage property.
        Returns:
        possible object is String

      • setDataUsage

        public void setDataUsage​(String value)
        Sets the value of the dataUsage property.
        Parameters:
        value - allowed object is String

      • getDegreesOfFreedom

        public Double getDegreesOfFreedom()
        Gets the value of the degreesOfFreedom property.
        Returns:
        possible object is Double

      • setDegreesOfFreedom

        public void setDegreesOfFreedom​(Double value)
        Sets the value of the degreesOfFreedom property.
        Parameters:
        value - allowed object is Double

      • getFStatistic

        public Double getFStatistic()
        Gets the value of the fStatistic property.
        Returns:
        possible object is Double

      • setFStatistic

        public void setFStatistic​(Double value)
        Sets the value of the fStatistic property.
        Parameters:
        value - allowed object is Double

      • getMeanAbsoluteError

        public Double getMeanAbsoluteError()
        Gets the value of the meanAbsoluteError property.
        Returns:
        possible object is Double

      • setMeanAbsoluteError

        public void setMeanAbsoluteError​(Double value)
        Sets the value of the meanAbsoluteError property.
        Parameters:
        value - allowed object is Double

      • getMeanError

        public Double getMeanError()
        Gets the value of the meanError property.
        Returns:
        possible object is Double

      • setMeanError

        public void setMeanError​(Double value)
        Sets the value of the meanError property.
        Parameters:
        value - allowed object is Double

      • getMeanSquaredError

        public Double getMeanSquaredError()
        Gets the value of the meanSquaredError property.
        Returns:
        possible object is Double

      • setMeanSquaredError

        public void setMeanSquaredError​(Double value)
        Sets the value of the meanSquaredError property.
        Parameters:
        value - allowed object is Double

      • getNumOfPredictors

        public Double getNumOfPredictors()
        Gets the value of the numOfPredictors property.
        Returns:
        possible object is Double

      • setNumOfPredictors

        public void setNumOfPredictors​(Double value)
        Sets the value of the numOfPredictors property.
        Parameters:
        value - allowed object is Double

      • getNumOfRecords

        public Double getNumOfRecords()
        Gets the value of the numOfRecords property.
        Returns:
        possible object is Double

      • setNumOfRecords

        public void setNumOfRecords​(Double value)
        Sets the value of the numOfRecords property.
        Parameters:
        value - allowed object is Double

      • getNumOfRecordsWeighted

        public Double getNumOfRecordsWeighted()
        Gets the value of the numOfRecordsWeighted property.
        Returns:
        possible object is Double

      • setNumOfRecordsWeighted

        public void setNumOfRecordsWeighted​(Double value)
        Sets the value of the numOfRecordsWeighted property.
        Parameters:
        value - allowed object is Double

      • getRSquared

        public Double getRSquared()
        Gets the value of the rSquared property.
        Returns:
        possible object is Double

      • setRSquared

        public void setRSquared​(Double value)
        Sets the value of the rSquared property.
        Parameters:
        value - allowed object is Double

      • getRootMeanSquaredError

        public Double getRootMeanSquaredError()
        Gets the value of the rootMeanSquaredError property.
        Returns:
        possible object is Double

      • setRootMeanSquaredError

        public void setRootMeanSquaredError​(Double value)
        Sets the value of the rootMeanSquaredError property.
        Parameters:
        value - allowed object is Double

      • getSumSquaredError

        public Double getSumSquaredError()
        Gets the value of the sumSquaredError property.
        Returns:
        possible object is Double

      • setSumSquaredError

        public void setSumSquaredError​(Double value)
        Sets the value of the sumSquaredError property.
        Parameters:
        value - allowed object is Double

      • getSumSquaredRegression

        public Double getSumSquaredRegression()
        Gets the value of the sumSquaredRegression property.
        Returns:
        possible object is Double

      • setSumSquaredRegression

        public void setSumSquaredRegression​(Double value)
        Sets the value of the sumSquaredRegression property.
        Parameters:
        value - allowed object is Double

      • getTargetField

        public String getTargetField()
        Gets the value of the targetField property.
        Returns:
        possible object is String

      • setTargetField

        public void setTargetField​(String value)
        Sets the value of the targetField property.
        Parameters:
        value - allowed object is String