SVMDensityEstimation Class |
Support vector machine probability density function estimation model.
Inheritance HierarchyNamespace: FinMath.MachineLearning.SVM
Assembly: FinMath (in FinMath.dll) Version: 2.4.7-0a995bd0ea1854c2c868ec3f8dae606c5777e170
SyntaxC#
[SerializableAttribute] public class SVMDensityEstimation : SVM
The SVMDensityEstimation type exposes the following members.
Constructors| Name | Description | |
|---|---|---|
 | SVMDensityEstimation |
Default constructor
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| SVMDensityEstimation(SerializationInfo, StreamingContext) |
The object deserialization constructor.
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Properties| Name | Description | |
|---|---|---|
 | 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 |
Estimate probability in observation point.
|
| 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.) |
| 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 |
Load model from files.
(Overrides SVMLoad(String, String, String).) |
| Save |
Save model to files.
(Inherited from SVM.) |
| ToString | Returns a string that represents the current object. (Inherited from Object.) |
| TrainOneClass |
Train OneClass probability density estimation model
|
See Also