PredictiveModelQuality

Element Information

Model

Extension* , ConfusionMatrix{0,1} , LiftData* , ROC{0,1}
Children: ConfusionMatrix, Extension, LiftData, ROC

Attributes

QName Type Fixed Default Use Inheritable Annotation
AIC NUMBER optional
AICc NUMBER optional
BIC NUMBER optional
adj-r-squared NUMBER optional
dataName xs:string optional
dataUsage restriction of xs:string training optional
degreesOfFreedom NUMBER optional
fStatistic NUMBER optional
meanAbsoluteError NUMBER optional
meanError NUMBER optional
meanSquaredError NUMBER optional
numOfPredictors NUMBER optional
numOfRecords NUMBER optional
numOfRecordsWeighted NUMBER optional
r-squared NUMBER optional
rootMeanSquaredError NUMBER optional
sumSquaredError NUMBER optional
sumSquaredRegression NUMBER optional
targetField xs:string required

Used By

Element ModelExplanation

Source 

<xs:element name="PredictiveModelQuality">
  <xs:complexType>
    <xs:sequence>
      <xs:element ref="Extension" minOccurs="0" maxOccurs="unbounded"/>
      <xs:element ref="ConfusionMatrix" minOccurs="0"/>
      <xs:element ref="LiftData" minOccurs="0" maxOccurs="unbounded"/>
      <xs:element ref="ROC" minOccurs="0"/>
    </xs:sequence>
    <xs:attribute name="targetField" type="xs:string" use="required"/>
    <xs:attribute name="dataName" type="xs:string" use="optional"/>
    <xs:attribute name="dataUsage" default="training">
      <xs:simpleType>
        <xs:restriction base="xs:string">
          <xs:enumeration value="training"/>
          <xs:enumeration value="test"/>
          <xs:enumeration value="validation"/>
        </xs:restriction>
      </xs:simpleType>
    </xs:attribute>
    <xs:attribute name="meanError" type="NUMBER" use="optional"/>
    <xs:attribute name="meanAbsoluteError" type="NUMBER" use="optional"/>
    <xs:attribute name="meanSquaredError" type="NUMBER" use="optional"/>
    <xs:attribute name="rootMeanSquaredError" type="NUMBER" use="optional"/>
    <xs:attribute name="r-squared" type="NUMBER" use="optional"/>
    <xs:attribute name="adj-r-squared" type="NUMBER" use="optional"/>
    <xs:attribute name="sumSquaredError" type="NUMBER" use="optional"/>
    <xs:attribute name="sumSquaredRegression" type="NUMBER" use="optional"/>
    <xs:attribute name="numOfRecords" type="NUMBER" use="optional"/>
    <xs:attribute name="numOfRecordsWeighted" type="NUMBER" use="optional"/>
    <xs:attribute name="numOfPredictors" type="NUMBER" use="optional"/>
    <xs:attribute name="degreesOfFreedom" type="NUMBER" use="optional"/>
    <xs:attribute name="fStatistic" type="NUMBER" use="optional"/>
    <xs:attribute name="AIC" type="NUMBER" use="optional"/>
    <xs:attribute name="BIC" type="NUMBER" use="optional"/>
    <xs:attribute name="AICc" type="NUMBER" use="optional"/>
  </xs:complexType>
</xs:element>

Sample