This is documentation for Caché & Ensemble. See the InterSystems IRIS version of this content.

For information on migrating to InterSystems IRIS, see the InterSystems IRIS Migration Guide and Migrating to InterSystems IRIS, both available on the WRC Distributions page (login required).

%iKnow.Classification.IFindBuilder

class %iKnow.Classification.IFindBuilder extends %iKnow.Classification.Builder

Property Inventory (Including Private)

Method Inventory (Including Private)

Properties

property CategoryColumn as %String (MAXLEN = 2000) [ ReadOnly ];
Property methods: CategoryColumnDisplayToLogical(), CategoryColumnGet(), CategoryColumnIsValid(), CategoryColumnLogicalToDisplay(), CategoryColumnLogicalToOdbc(), CategoryColumnNormalize()
property ClassName as %String (MAXLEN = 200) [ ReadOnly ];
Property methods: ClassNameDisplayToLogical(), ClassNameGet(), ClassNameIsValid(), ClassNameLogicalToDisplay(), ClassNameLogicalToOdbc(), ClassNameNormalize()
property IdColumn as %String (MAXLEN = 200) [ ReadOnly ];
Property methods: IdColumnDisplayToLogical(), IdColumnGet(), IdColumnIsValid(), IdColumnLogicalToDisplay(), IdColumnLogicalToOdbc(), IdColumnNormalize()
property IndexName as %String (MAXLEN = 200) [ ReadOnly ];
Property methods: IndexNameDisplayToLogical(), IndexNameGet(), IndexNameIsValid(), IndexNameLogicalToDisplay(), IndexNameLogicalToOdbc(), IndexNameNormalize()
property ProjectionBase as %String (MAXLEN = 250) [ Private , ReadOnly ];
Property methods: ProjectionBaseDisplayToLogical(), ProjectionBaseGet(), ProjectionBaseIsValid(), ProjectionBaseLogicalToDisplay(), ProjectionBaseLogicalToOdbc(), ProjectionBaseNormalize()
property TableName as %String (MAXLEN = 200) [ ReadOnly ];
Property methods: TableNameDisplayToLogical(), TableNameGet(), TableNameIsValid(), TableNameLogicalToDisplay(), TableNameLogicalToOdbc(), TableNameNormalize()
property TextColumn as %String (MAXLEN = 200) [ ReadOnly ];
Property methods: TextColumnDisplayToLogical(), TextColumnGet(), TextColumnIsValid(), TextColumnLogicalToDisplay(), TextColumnLogicalToOdbc(), TextColumnNormalize()
property TrainingSet as %String (MAXLEN = 2000) [ ReadOnly ];
Property methods: TrainingSetDisplayToLogical(), TrainingSetGet(), TrainingSetIsValid(), TrainingSetLogicalToDisplay(), TrainingSetLogicalToOdbc(), TrainingSetNormalize()

Methods

method %GetCategoryInfo(Output pCategories) as %Status
Returns all categories added so far: pCategories(n) = $lb([name], [record count])
method %GetRecordCount(Output pSC As %Status) as %Integer
method %LoadCategoriesFromColumn(pExpression As %String) as %Status
Loads categories based on the value of the supplied SQL expression. pExpression should either be the (SQL) name of a column on TableName, or a valid SQL expression that can be selected from that table (aliased as if required "t").
private method %OnCreateExportTable(pClassDef As %Dictionary.ClassDefinition, pVerbose As %Boolean) as %Status
Inherited description: Callback invoked by %ExportDataTable() when creating the export table definition.
private method %OnExportTable(pClassName As %String, pVerbose As %Boolean, pTracking As %Boolean) as %Status
Callback invoked by %ExportDataTable() to load the data into export table pClassName.
method %TestClassifier(pTestSet As %CacheString = "", Output pResult, Output pAccuracy As %Double, pCategorySpec As %String = "", pVerbose As %Boolean = 0) as %Status

Utility method to batch-test the classifier against a test set pTestSet, which can be supplied as a valid SQL WHERE clause to be queried against TableName. Per-record results are returned through pResult:
pResult(n) = $lb([record ID], [actual category], [predicted category])

pAccuracy will contain the raw accuracy (# of records predicted correctly) of the current model. Use %iKnow.Classificaton.Utils for more advanced model testing.

If the current model's category options were added through %AddCategory() without providing an appropriate category specification (again through a SQL WHERE clause), rather than through a call to %LoadCategoriesFromColumn (which sets CategoryColumn), supply a column name or SQL expression through pCategorySpec where the actual category values to test against can be found.

Inherited Members

Inherited Properties (Including Private)

Inherited Methods (Including Private)

Feedback