Classification - Gaussian Mixture Models🔗

Operators🔗

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

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

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

clear_class_gmmClearClassGmm: Clear a Gaussian Mixture Model.

clear_samples_class_gmmClearSamplesClassGmm: Clear the training data of a Gaussian Mixture Model.

create_class_gmmCreateClassGmm: Create a Gaussian Mixture Model for classification

deserialize_class_gmmDeserializeClassGmm: Deserialize a serialized Gaussian Mixture Model.

evaluate_class_gmmEvaluateClassGmm: Evaluate a feature vector by a Gaussian Mixture Model.

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

get_params_class_gmmGetParamsClassGmm: Return the parameters of a Gaussian Mixture Model.

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

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

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

read_class_gmmReadClassGmm: Read a Gaussian Mixture Model from a file.

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

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

serialize_class_gmmSerializeClassGmm: Serialize a Gaussian Mixture Model (GMM).

train_class_gmmTrainClassGmm: Train a Gaussian Mixture Model.

write_class_gmmWriteClassGmm: Write a Gaussian Mixture Model to a file.

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