Gaussian Mixture Models

List of Operators

add_class_train_data_gmmAddClassTrainDataGmmadd_class_train_data_gmmAddClassTrainDataGmmadd_class_train_data_gmm

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

add_sample_class_gmmAddSampleClassGmmadd_sample_class_gmmAddSampleClassGmmadd_sample_class_gmm

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

classify_class_gmmClassifyClassGmmclassify_class_gmmClassifyClassGmmclassify_class_gmm

通过高斯混合模型计算特征向量的类。

clear_class_gmmClearClassGmmclear_class_gmmClearClassGmmclear_class_gmm

清除高斯混合模型。

clear_samples_class_gmmClearSamplesClassGmmclear_samples_class_gmmClearSamplesClassGmmclear_samples_class_gmm

清除高斯混合模型的训练数据。

create_class_gmmCreateClassGmmcreate_class_gmmCreateClassGmmcreate_class_gmm

创建高斯混合模型进行分类。

deserialize_class_gmmDeserializeClassGmmdeserialize_class_gmmDeserializeClassGmmdeserialize_class_gmm

反序列化一个序列化的高斯混合模型。

evaluate_class_gmmEvaluateClassGmmevaluate_class_gmmEvaluateClassGmmevaluate_class_gmm

Evaluate a feature vector by a Gaussian Mixture Model.

get_class_train_data_gmmGetClassTrainDataGmmget_class_train_data_gmmGetClassTrainDataGmmget_class_train_data_gmm

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

get_params_class_gmmGetParamsClassGmmget_params_class_gmmGetParamsClassGmmget_params_class_gmm

Return the parameters of a Gaussian Mixture Model.

get_prep_info_class_gmmGetPrepInfoClassGmmget_prep_info_class_gmmGetPrepInfoClassGmmget_prep_info_class_gmm

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

get_sample_class_gmmGetSampleClassGmmget_sample_class_gmmGetSampleClassGmmget_sample_class_gmm

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

get_sample_num_class_gmmGetSampleNumClassGmmget_sample_num_class_gmmGetSampleNumClassGmmget_sample_num_class_gmm

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

read_class_gmmReadClassGmmread_class_gmmReadClassGmmread_class_gmm

Read a Gaussian Mixture Model from a file.

read_samples_class_gmmReadSamplesClassGmmread_samples_class_gmmReadSamplesClassGmmread_samples_class_gmm

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

select_feature_set_gmmSelectFeatureSetGmmselect_feature_set_gmmSelectFeatureSetGmmselect_feature_set_gmm

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

serialize_class_gmmSerializeClassGmmserialize_class_gmmSerializeClassGmmserialize_class_gmm

Serialize a Gaussian Mixture Model (GMM).

train_class_gmmTrainClassGmmtrain_class_gmmTrainClassGmmtrain_class_gmm

Train a Gaussian Mixture Model.

write_class_gmmWriteClassGmmwrite_class_gmmWriteClassGmmwrite_class_gmm

Write a Gaussian Mixture Model to a file.

write_samples_class_gmmWriteSamplesClassGmmwrite_samples_class_gmmWriteSamplesClassGmmwrite_samples_class_gmm

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