Gaussian Mixture Models

List of Operators

add_class_train_data_gmmAddClassTrainDataGmmAddClassTrainDataGmmadd_class_train_data_gmm

Add training data to a Gaussian Mixture Model (GMM).

add_sample_class_gmmAddSampleClassGmmAddSampleClassGmmadd_sample_class_gmm

Add a training sample to the training data of a Gaussian Mixture Model.

classify_class_gmmClassifyClassGmmClassifyClassGmmclassify_class_gmm

Calculate the class of a feature vector by a Gaussian Mixture Model.

clear_class_gmmClearClassGmmClearClassGmmclear_class_gmm

Clear a Gaussian Mixture Model.

clear_samples_class_gmmClearSamplesClassGmmClearSamplesClassGmmclear_samples_class_gmm

Clear the training data of a Gaussian Mixture Model.

create_class_gmmCreateClassGmmCreateClassGmmcreate_class_gmm

Create a Gaussian Mixture Model for classification

deserialize_class_gmmDeserializeClassGmmDeserializeClassGmmdeserialize_class_gmm

Deserialize a serialized Gaussian Mixture Model.

evaluate_class_gmmEvaluateClassGmmEvaluateClassGmmevaluate_class_gmm

Evaluate a feature vector by a Gaussian Mixture Model.

get_class_train_data_gmmGetClassTrainDataGmmGetClassTrainDataGmmget_class_train_data_gmm

Get the training data of a Gaussian Mixture Model (GMM).

get_params_class_gmmGetParamsClassGmmGetParamsClassGmmget_params_class_gmm

Return the parameters of a Gaussian Mixture Model.

get_prep_info_class_gmmGetPrepInfoClassGmmGetPrepInfoClassGmmget_prep_info_class_gmm

Compute the information content of the preprocessed feature vectors of a GMM.

get_sample_class_gmmGetSampleClassGmmGetSampleClassGmmget_sample_class_gmm

Return a training sample from the training data of a Gaussian Mixture Models (GMM).

get_sample_num_class_gmmGetSampleNumClassGmmGetSampleNumClassGmmget_sample_num_class_gmm

Return the number of training samples stored in the training data of a Gaussian Mixture Model (GMM).

read_class_gmmReadClassGmmReadClassGmmread_class_gmm

Read a Gaussian Mixture Model from a file.

read_samples_class_gmmReadSamplesClassGmmReadSamplesClassGmmread_samples_class_gmm

Read the training data of a Gaussian Mixture Model from a file.

select_feature_set_gmmSelectFeatureSetGmmSelectFeatureSetGmmselect_feature_set_gmm

Selects an optimal combination from a set of features to classify the provided data.

serialize_class_gmmSerializeClassGmmSerializeClassGmmserialize_class_gmm

Serialize a Gaussian Mixture Model (GMM).

train_class_gmmTrainClassGmmTrainClassGmmtrain_class_gmm

Train a Gaussian Mixture Model.

write_class_gmmWriteClassGmmWriteClassGmmwrite_class_gmm

Write a Gaussian Mixture Model to a file.

write_samples_class_gmmWriteSamplesClassGmmWriteSamplesClassGmmwrite_samples_class_gmm

Write the training data of a Gaussian Mixture Model to a file.