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ClassificationMethod Class Reference
Inheritance diagram for ClassificationMethod:
Collaboration diagram for ClassificationMethod:

Public Attributes

 CategoryTermWeights
 This matrix contains the term weights within the specific categories of this classifier when. More...
 
 CategoryWeights
 When <property>method</property>="naiveBayes", this array contains any a-priori probabilities of the. More...
 
 ClassificationRules
 If <property>method</property>="rules", this element contains the actual decision rules for deriving the category from the text input. More...
 
 GlobalTermWeights
 Any global term weights for the terms in the TermDictionary, based on their corpus-wide. More...
 
 PMML
 If <property>method</property>="pmml", this element contains the PMML model to be used for categorization. More...
 
 localTermWeights
 The local term weight metric to use to build the Document Vector. More...
 
 method
 This is the method the classifier will use to match the document vector against the different. More...
 
 normalization
 The normalization function to apply to the Document Vector. More...
 

Additional Inherited Members

- Public Member Functions inherited from RegisteredObject
_.Library.Status OnAddToSaveSet (_.Library.Integer depth, _.Library.Integer insert, _.Library.Integer callcount)
 This callback method is invoked when the current object is added to the SaveSet,. More...
 
_.Library.Status OnClose ()
 This callback method is invoked by the <METHOD>Close</METHOD> method to. More...
 
_.Library.Status OnConstructClone (_.Library.RegisteredObject object, _.Library.Boolean deep, _.Library.String cloned)
 This callback method is invoked by the <METHOD>ConstructClone</METHOD> method to. More...
 
_.Library.Status OnNew ()
 This callback method is invoked by the <METHOD>New</METHOD> method to. More...
 
_.Library.Status OnValidateObject ()
 This callback method is invoked by the <METHOD>ValidateObject</METHOD> method to. More...
 
- Public Member Functions inherited from Adaptor
_.Library.Status XMLExport (_.Library.String top, _.Library.String format, _.XML.Namespaces namespaces, attrs, _.Library.String createId, _.Library.String typeAttr, oreflist, idlist, _.Library.String initialIndent, _.Library.Boolean local, _.Net.MIMEPart mimeAttachments)
 Serialize an XML enabled class as an XML document and write. More...
 
_.Library.Status XMLExportToStream (_.Stream.Object export, _.Library.String top, _.Library.String format, _.XML.Namespaces namespaces, attrs, _.Library.String createId, _.Library.String typeAttr, oreflist, idlist, _.Library.String initialIndent)
 Serialize an XML enabled class as an XML document and appends it to a stream. More...
 
_.Library.Status XMLExportToString (_.Library.String export, _.Library.String top, _.Library.String format, _.XML.Namespaces namespaces, attrs, _.Library.String createId, _.Library.String typeAttr, oreflist, idlist, _.Library.String initialIndent)
 Serialize an XML enabled class as an XML document and write it to a string. More...
 
- Static Public Member Functions inherited from Adaptor
_.Library.Status XMLDTD (_.Library.String top, _.Library.String format, _.Library.Boolean input, dtdlist)
 Write the DTD to the current device for this XML enabled class serialized as. More...
 
_.Library.RegisteredObject XMLNew (_.XML.Document document, _.Library.Integer node, _.Library.RegisteredObject containerOref)
 Get an instance of an XML enabled class. More...
 
_.Library.Status XMLSchema (_.Library.String top, _.Library.String format, _.Library.String namespacePrefix, _.Library.Boolean input, _.Library.Boolean refOnly, schema)
 Write an XML Schema fragment to the current device which describes an XML enabled class and dependent classes. More...
 
_.Library.String XMLSchemaNamespace ()
 Get the namespace to which this class belongs for use in schema generation. More...
 
_.Library.Status XMLSchemaType (_.XML.Schema schemaInstance, _.XML.Node node, _.Library.String top, _.Library.Boolean encoded, _.Library.Boolean summary, _.Library.Boolean input, _.Library.Boolean refOnly)
 Add a complexType to the schema that is respresented by an <class>XML.Schema</class> instance. More...
 
- Static Public Attributes inherited from RegisteredObject
 CAPTION = None
 Optional name used by the Form Wizard for a class when generating forms. More...
 
 JAVATYPE = None
 The Java type to be used when exported.
 
 PROPERTYVALIDATION = None
 This parameter controls the default validation behavior for the object. More...
 
- Static Public Attributes inherited from Adaptor
 ATTRIBUTEQUALIFIED = None
 ATTRIBUTEQUALIFIED controls the format of exported XML by controlling whether attributes. More...
 
 ELEMENTQUALIFIED = None
 ELEMENTQUALIFIED controls the format of exported XML. More...
 
 NAMESPACE = None
 NAMESPACE specifies the XML namespace to be used when projecting the. More...
 
 SUPPRESSTYPEPREFIX = None
 SUPPRESSTYPEPREFIX allows the type name that refers to this class. More...
 
 XMLDEFAULTREFERENCE = None
 XMLDEFAULTREFERENCE specifies the default value of the XMLREFERENCE property parameter. More...
 
 XMLENABLED = None
 If this parameter is true then XML-enabling methods. More...
 
 XMLFORMAT = None
 The XMLFORMAT parameter controls the generation of the XMLExport and XMLImport. More...
 
 XMLIGNOREINVALIDATTRIBUTE = None
 The XMLIGNOREINVALIDATTRIBUTE parameter allows the programmer to control handling of unexpected. More...
 
 XMLIGNOREINVALIDTAG = None
 The XMLIGNOREINVALIDTAG parameter allows the programmer to control handling of unexpected. More...
 
 XMLIGNORENULL = None
 XMLIGNORENULL allows the programmer to override the default XML handling. More...
 
 XMLINCLUDEINGROUP = None
 XMLINCLUDEINGROUP allows the programmer to control whether a class is included. More...
 
 XMLINHERITANCE = None
 If the XMLINHERITANCE parameter is set to "LEFT", then in the case of multiple. More...
 
 XMLNAME = None
 This parameter provides the default XMLNAME for the class. More...
 
 XMLNIL = None
 The XMLNIL class parameter controls the use of xsi:nil by XMLExport. More...
 
 XMLNILNOOBJECT = None
 The XMLNILNOOBJECT parameter allows creation of an object to be skipped for elements. More...
 
 XMLPREFIX = None
 The XMLPREFIX parameter controls the prefix to be used for the XML namespace that. More...
 
 XMLSEQUENCE = None
 If the XMLSEQUENCE = 1, then the order of the XML elements must match the. More...
 
 XMLSUMMARY = None
 The summary fields to be used when an object is referenced are specified. More...
 
 XMLTYPE = None
 This parameter provides the default XMLTYPE for the class. More...
 
 XMLUNSWIZZLE = None
 If the XMLUNSWIZZLE parameter is set to 1, then single object. More...
 
 XMLUSEEMPTYELEMENT = None
 If the XMLUSEEMPTYELEMENT parameter is set to 1, then the empty element shorthand (<tag>) More...
 

Member Data Documentation

◆ CategoryTermWeights

CategoryTermWeights

This matrix contains the term weights within the specific categories of this classifier when.

<property>method</property> is "cosineSimilarity", "euclideanDistance", "naiveBayes" or "linearRegression". Rows correspond positionally to the categories in the Categories element and columns to the terms in the TermDictionary, appended with any MetadataProperty elements. The meaning of the "weight" value is dependent on the classification method and might correspond to an actual weight (vector space), a probability (naiveBayes) or coefficient (regression)  

◆ CategoryWeights

CategoryWeights

When <property>method</property>="naiveBayes", this array contains any a-priori probabilities of the.

categories, used to weigh the per-category term-based probabilities.  

◆ ClassificationRules

If <property>method</property>="rules", this element contains the actual decision rules for deriving the category from the text input.

 

◆ GlobalTermWeights

GlobalTermWeights

Any global term weights for the terms in the TermDictionary, based on their corpus-wide.

relevance. Used to weigh the Document Vector. This property cannot be used when <property>method</property> = "naiveBayes".  

◆ PMML

PMML

If <property>method</property>="pmml", this element contains the PMML model to be used for categorization.

 

◆ localTermWeights

localTermWeights

The local term weight metric to use to build the Document Vector.

The default setting (binary)

means simple 0s and 1s will be used to identify if the term occurred in the document or not. Some values for <property>method</property> impose restrictions on this property.  

◆ method

method

This is the method the classifier will use to match the document vector against the different.

Categories. Depending on this method, the weights in the CategoryTermWeights vectors will represent different metrics.  

◆ normalization

normalization

The normalization function to apply to the Document Vector.

Some values for <property>method</property> impose restrictions on this property.