IRISLIB database
naiveBayes Class Reference
Inheritance diagram for naiveBayes:
Collaboration diagram for naiveBayes:

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 Attributes inherited from Base
 Builder
   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...
 

Detailed Description

This classification method relies on the Naive Bayes theorem to calculate the probability a document belongs to a category based on probability scores for the individual terms.

Given this probability-based approach, the document vector local weights and normalization settings are fixed at "binary" and "none" respectively.