SVMClassification Class

Support vector machine classification model

Inheritance Hierarchy

Namespace: FinMath.MachineLearning.SVM
Assembly: FinMath (in FinMath.dll) Version: 2.4.7-0a995bd0ea1854c2c868ec3f8dae606c5777e170

Syntax

[SerializableAttribute]
public class SVMClassification : SVM, 
	IBaseClassifier

The SVMClassification type exposes the following members.

Constructors

	Name	Description
	SVMClassification	Default constructor
	SVMClassification(SerializationInfo, StreamingContext)	The object deserialization constructor.

Properties

	Name	Description
	Classes	Classes list.
	Kernel	SVM kernel type. (Inherited from SVM.)
	SupportVectorsNumber	The number of support vectors (Inherited from SVM.)
	TrainIterationsElapsed	Returns last model train optimizations iterations number.
	TrainTimeElapsed	Returns last model train time.
	Type	Classification model type.

Methods

	Name	Description
	Classify(Matrix)	Classifies the observation matrix.
	Classify(Vector)	Classifies observation vector into one of the classes.
	Classify(Matrix, IntegerArray)	Classifies the observation matrix.
	Clear	Delete model (Inherited from SVM.)
	Dispose	Disposing method (Inherited from SVM.)
	Equals	Determines whether the specified object is equal to the current object. (Inherited from Object.)
	EstimateTrainArguments
	GetHashCode	Serves as the default hash function. (Inherited from Object.)
	GetObjectData	The object optimized serialization method. (Inherited from SVM.)
	GetType	Gets the Type of the current instance. (Inherited from Object.)
	Load(String)	Load model from file.
	Load(String, String, String)	Load model from files. (Overrides SVMLoad(String, String, String).)
	Save(String)	Save model to file.
	Save(String, String, String)	Save model to files. (Inherited from SVM.)
	ToString	Returns a string that represents the current object. (Inherited from Object.)
	Train	The BaseClassifier interface function. Train TrainCSVC classifier by default.
	TrainCSVC	Train C - Support Vector Classifier
	TrainNuSVC	Train \nu - Support Vector Classifier