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IRISLIB database
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IRISLIB database
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Parent class for any iKnow-based <class>iKnow.Classification.Builder</class> implementations, providing common infrastructure abstracting a few iKnow API calls. More...
Public Member Functions | |
| _.Library.Status | OnCreateExportTable (_.Dictionary.ClassDefinition pClassDef, _.Library.Boolean pVerbose) |
| Callback invoked by <method>ExportDataTable</method> when creating the export table definition. | |
| _.Library.Status | OnExportTable (_.Library.String pClassName, _.Library.Boolean pVerbose, _.Library.Boolean pTracking) |
| Callback invoked by <method>ExportDataTable</method> to load the data into export table <class>pClassName</class>. | |
| _.Library.Status | OnGenerateClassifier (_.iKnow.Classification.Definition.Classifier pDefinition, _.Library.Boolean pVerbose, _.Library.Boolean pIncludeBuilderInfo) |
| Appends the ClassificationMethod element for this type of classifier. | |
 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 Attributes | |
| DomainId | |
| The iKnow domain this categorization model is built from. More... | |
| MetadataField | |
| If set, this metadata field contains the actual category value for each source. More... | |
| TestSet | |
| More... | |
| TrainingSet | |
| The sample set of the domain to be used for training this model. More... | |
| Public Attributes inherited from Builder | |
| ClassificationMethod | |
| The general method used for classification: More... | |
| Description | |
| Optional description for the Classifier. More... | |
| DocumentVectorLocalWeights | |
| Local Term Weights for the document vector to register in the ClassificationMethod element. More... | |
| DocumentVectorNormalization | |
| Document vector normalization method to register in the Classification element. More... | |
| MinimumSpread | |
| The minimum number of records in the training set that should contain a term before it. More... | |
| MinimumSpreadPercent | |
| The minimum fraction of records in the training set that should contain a term before it. More... | |
Private Member Functions | |
| _.Library.Status | GetCategoryInfo (pCategories) |
| Returns all categories added so far: More... | |
| _.Library.Status | LoadMetadataCategories (_.Library.String pFieldName) |
| _.Library.Status | PopulateTerms (_.Library.Integer pCount, _.Library.String pType, _.Library.String pMetric, _.Library.Boolean pPerCategory) |
| _.Library.Status | TestClassifier (_.Library.RawString pTestSet, pResult, _.Library.Double pAccuracy, _.Library.String pCategorySpec, _.Library.Boolean pVerbose) |
Additional Inherited Members | |
| 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... | |
Parent class for any iKnow-based <class>iKnow.Classification.Builder</class> implementations, providing common infrastructure abstracting a few iKnow API calls.
IKnowBuilder implementations assume category specs are <class>iKnow.Filters.Filter</class> instances in their string representation.
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private |
Returns all categories added so far:
pCategories(n) = $lb([name], [record count])
Reimplemented from Builder.
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private |
Creates (appends) categories for each of the available values of a given metadata field
pFieldName in the full domain (thus ignoring <property>TrainingSet</property>).
Note: as category names are case sensitive, it is highly recommended to use a case-sensitive metadata field.
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private |
This PopulateTerms implementation accepts "BM25" and "TFIDF" as acceptable values for
pMetric. See also the class reference for this method in <class>iKnow.Classification.Builder</class>.
Reimplemented from Builder.
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private |
Utility method to batch-test the classifier against a test set pTestSet, which can
be supplied as an <class>iKnow.Filters.Filter</class> object or its serialized form. 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 <class>iKnow.Classificaton.Utils</class> for more advanced model testing.
If the current model's category options were added through <method>AddCategory</method> without providing an appropriate category filter specification, rather than through a call to <class>LoadMetadataCategories</class> (which sets <property>MetadataField</property>), supply a metadata field through pCategorySpec where the actual category values to test against can be found.
Reimplemented from Builder.
| DomainId |
The iKnow domain this categorization model is built from.
| MetadataField |
If set, this metadata field contains the actual category value for each source.
| TestSet |
| TrainingSet |
The sample set of the domain to be used for training this model.
1.9.1