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TFIDFModel Class

imbSCI | imbACE | imbNLP | imbWEM | imbWBI

[This is preliminary documentation and is subject to change.]

Term weighting using: TF, IDF, TF-IDF, TF-ICF or TF-IDF-ICF
Inheritance Hierarchy

Namespace:  imbNLP.Toolkit.Weighting
Assembly:  imbNLP.Toolkit (in imbNLP.Toolkit.dll) Version: 0.2.16
Syntax
C#
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public class TFIDFModel : TermWeightingModelBase

The TFIDFModel type exposes the following members.

Constructors
  NameDescription
Public methodTFIDFModel
Initializes a new instance of the TFIDFModel class
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Properties
  NameDescription
Public propertyModelElementICF
Public propertyModelElementIDF
Public propertyModelElementTF
Public propertymodelMode
Designates what model variation to use
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Methods
  NameDescription
Public methodEquals
Determines whether the specified object is equal to the current object.
(Inherited from Object.)
Protected methodFinalize
Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection.
(Inherited from Object.)
Public methodGetHashCode
Serves as the default hash function.
(Inherited from Object.)
Public methodGetTermWeightInDocument (Overrides TermWeightingModelBaseGetTermWeightInDocument(String, SpaceDocumentModel, SpaceModel).)
Public methodGetType
Gets the Type of the current instance.
(Inherited from Object.)
Protected methodMemberwiseClone
Creates a shallow copy of the current Object.
(Inherited from Object.)
Public methodPrepareTheModel
Prepares the model, according to modelMode
(Overrides TermWeightingModelBasePrepareTheModel(SpaceModel).)
Public methodToString
Returns a string that represents the current object.
(Inherited from Object.)
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Remarks

Related paper of ICF: Ren, Fuji, and Mohammad Golam Sohrab. 2013. “Class-Indexing-Based Term Weighting for Automatic Text Classification.” Information Sciences 236. Elsevier Inc.: 109–25. doi:10.1016/j.ins.2013.02.029.

See Also