SVMClassificationProbability Class |
Support vector machine classification model with probability estimation
Inheritance HierarchySystemObject
FinMath.MachineLearning.SVMSVM
FinMath.MachineLearning.SVMSVMClassification
FinMath.MachineLearning.SVMSVMClassificationProbability
FinMath.MachineLearning.SVMSVM
FinMath.MachineLearning.SVMSVMClassification
FinMath.MachineLearning.SVMSVMClassificationProbability
Namespace: FinMath.MachineLearning.SVM
Assembly: FinMath (in FinMath.dll) Version: 2.4.7-0a995bd0ea1854c2c868ec3f8dae606c5777e170
SyntaxC#
[SerializableAttribute] public class SVMClassificationProbability : SVMClassification
The SVMClassificationProbability type exposes the following members.
Constructors| Name | Description | |
|---|---|---|
 | SVMClassificationProbability |
Default constructor
|
| SVMClassificationProbability(SerializationInfo, StreamingContext) |
The object deserialization constructor.
|
Properties| Name | Description | |
|---|---|---|
 | Classes |
Classes list.
(Inherited from SVMClassification.) |
| Kernel |
SVM kernel type.
(Inherited from SVM.) |
| SupportVectorsNumber |
The number of support vectors
(Inherited from SVM.) |
| TrainIterationsElapsed |
Returns last model train optimizations iterations number.
(Inherited from SVMClassification.) |
| TrainTimeElapsed |
Returns last model train time.
(Inherited from SVMClassification.) |
| Type |
Classification model type.
(Inherited from SVMClassification.) |
Methods| Name | Description | |
|---|---|---|
| Classify(Matrix) |
Classifies the observation matrix.
(Inherited from SVMClassification.) |
| Classify(Vector) |
Classifies observation vector into one of the classes.
(Inherited from SVMClassification.) |
| Classify(Matrix, IntegerArray) |
Classifies the observation matrix.
(Inherited from SVMClassification.) |
| Classify(Vector, Vector) |
Classifies observation vector into one of the classes and estimate probabilities.
|
| 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 | (Inherited from SVMClassification.) |
| 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.
(Inherited from SVMClassification.) |
| Load(String, String, String) |
Load model from files.
(Overrides SVMClassificationLoad(String, String, String).) |
| Save(String) |
Save model to file.
(Inherited from SVMClassification.) |
| Save(String, String, String) |
Save model to files.
(Inherited from SVM.) |
 | SetRandomSeed |
Set random seed for LIBSVM classification train with probability estimation.
|
| ToString | Returns a string that represents the current object. (Inherited from Object.) |
| Train |
The BaseClassifier interface function. Train TrainCSVC classifier by default.
(Inherited from SVMClassification.) |
| TrainCSVC |
Train C - Support Vector Classifier
(Inherited from SVMClassification.) |
| TrainNuSVC |
Train \nu - Support Vector Classifier
(Inherited from SVMClassification.) |
See Also