ClassesClasses | | Operators

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HClassTrainData (Class)

Name

HClassTrainData — Represents an instance of a training data management class.

Constructors

ReadClassTrainData    Read the training data for classifiers from a file.
CreateClassTrainData    Create a handle for training data for classifiers.

Finalizer

This operator is not available as a class member but will be called automatically when the resources of the object instances are to be released. This occurs in the finalization stage of garbage collection, or upon an explicit call of the Dispose() method.

ClearClassTrainData    Clears training data for classifiers.

Methods

AddClassTrainDataGmm    Add training data to a Gaussian Mixture Model (GMM).
AddClassTrainDataKnn    Add training data to a k-nearest neighbors (k-NN) classifier.
AddClassTrainDataMlp    Add training data to a multilayer perceptron (MLP).
AddClassTrainDataSvm    Add training data to a support vector machine (SVM).
AddSampleClassTrainData    Add a training sample to training data.
CreateClassTrainData    Create a handle for training data for classifiers.
DeserializeClassTrainData    Deserialize serialized training data for classifiers.
GetClassTrainDataGmm    Get the training data of a Gaussian Mixture Model (GMM).
GetClassTrainDataKnn    Get the training data of a k-nearest neighbors (k-NN) classifier.
GetClassTrainDataMlp    Get the training data of a multilayer perceptron (MLP).
GetClassTrainDataSvm    Get the training data of a support vector machine (SVM).
GetSampleClassTrainData    Return a training sample from training data.
GetSampleNumClassTrainData    Return the number of training samples stored in the training data.
ReadClassTrainData    Read the training data for classifiers from a file.
SelectFeatureSetGmm    Selects an optimal combination from a set of features to classify the provided data.
SelectFeatureSetKnn    Selects an optimal subset from a set of features to solve a certain classification problem.
SelectFeatureSetMlp    Selects an optimal combination of features to classify the provided data.
SelectFeatureSetSvm    Selects an optimal combination of features to classify the provided data.
SelectSubFeatureClassTrainData    Select certain features from training data to create training data containing less features.
SerializeClassTrainData    Serialize training data for classifiers.
SetFeatureLengthsClassTrainData    Define subfeatures in training data.
WriteClassTrainData    Save the training data for classifiers in a file.

HClassTrainData (Class)

Name

HClassTrainData — Represents an instance of a training data management class.

Constructors

ReadClassTrainData    Read the training data for classifiers from a file.
CreateClassTrainData    Create a handle for training data for classifiers.

Destructor

This operator is not available as a class member but will be called automatically by the destructor. This occurs when a local variable goes out of scope or an instance on the heap is deleted.

ClearClassTrainData    Clears training data for classifiers.

Methods

AddClassTrainDataGmm    Add training data to a Gaussian Mixture Model (GMM).
AddClassTrainDataKnn    Add training data to a k-nearest neighbors (k-NN) classifier.
AddClassTrainDataMlp    Add training data to a multilayer perceptron (MLP).
AddClassTrainDataSvm    Add training data to a support vector machine (SVM).
AddSampleClassTrainData    Add a training sample to training data.
CreateClassTrainData    Create a handle for training data for classifiers.
DeserializeClassTrainData    Deserialize serialized training data for classifiers.
GetClassTrainDataGmm    Get the training data of a Gaussian Mixture Model (GMM).
GetClassTrainDataKnn    Get the training data of a k-nearest neighbors (k-NN) classifier.
GetClassTrainDataMlp    Get the training data of a multilayer perceptron (MLP).
GetClassTrainDataSvm    Get the training data of a support vector machine (SVM).
GetSampleClassTrainData    Return a training sample from training data.
GetSampleNumClassTrainData    Return the number of training samples stored in the training data.
ReadClassTrainData    Read the training data for classifiers from a file.
SelectFeatureSetGmm    Selects an optimal combination from a set of features to classify the provided data.
SelectFeatureSetKnn    Selects an optimal subset from a set of features to solve a certain classification problem.
SelectFeatureSetMlp    Selects an optimal combination of features to classify the provided data.
SelectFeatureSetSvm    Selects an optimal combination of features to classify the provided data.
SelectSubFeatureClassTrainData    Select certain features from training data to create training data containing less features.
SerializeClassTrainData    Serialize training data for classifiers.
SetFeatureLengthsClassTrainData    Define subfeatures in training data.
WriteClassTrainData    Save the training data for classifiers in a file.


ClassesClasses | | Operators