ICFElement Class

imbSCI | imbACE | imbNLP | imbWEM | imbWBI

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

Provides Inverse Class Frequency for a term

Inheritance Hierarchy

SystemObject
imbNLP.Toolkit.Weighting.ElementsModelElementBase
imbNLP.Toolkit.Weighting.ElementsICFElement

Namespace: imbNLP.Toolkit.Weighting.Elements
Assembly: imbNLP.Toolkit (in imbNLP.Toolkit.dll) Version: 0.2.16

Syntax

Copy

public class ICFElement : ModelElementBase

The ICFElement type exposes the following members.

Constructors

	Name	Description
	ICFElement	Initializes a new instance of the ICFElement class

Top

Properties

	Name	Description
	ICF_index	Term vs IDF factor
	IsEnabled	(Inherited from ModelElementBase.)

Top

Methods

	Name	Description
	Equals	Determines whether the specified object is equal to the current object. (Inherited from Object.)
	Finalize	Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object.)
	GetElementFactor	Returns Inverse Class Frequency - ICF (Overrides ModelElementBaseGetElementFactor(String, SpaceDocumentModel, SpaceModel).)
	GetHashCode	Serves as the default hash function. (Inherited from Object.)
	GetType	Gets the Type of the current instance. (Inherited from Object.)
	MemberwiseClone	Creates a shallow copy of the current Object. (Inherited from Object.)
	PrepareTheModel	(Overrides ModelElementBasePrepareTheModel(SpaceModel).)
	ToString	Returns a string that represents the current object. (Inherited from Object.)

Top

Remarks

Related paper: 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.

Reference

imbNLP.Toolkit.Weighting.Elements Namespace

imbNLP.Toolkit.Weighting.ElementsModelElementBase