K-Nearest Neighbors

List of Operators

add_class_train_data_knnAddClassTrainDataKnnAddClassTrainDataKnnadd_class_train_data_knn

Add training data to a k-nearest neighbors (k-NN) classifier.

add_sample_class_knnAddSampleClassKnnAddSampleClassKnnadd_sample_class_knn

Add a sample to a k-nearest neighbors (k-NN) classifier.

classify_class_knnClassifyClassKnnClassifyClassKnnclassify_class_knn

Search for the next neighbors for a given feature vector.

clear_class_knnClearClassKnnClearClassKnnclear_class_knn

Clear a k-NN classifier.

create_class_knnCreateClassKnnCreateClassKnncreate_class_knn

Create a k-nearest neighbors (k-NN) classifier.

deserialize_class_knnDeserializeClassKnnDeserializeClassKnndeserialize_class_knn

Deserialize a serialized k-NN classifier.

get_class_train_data_knnGetClassTrainDataKnnGetClassTrainDataKnnget_class_train_data_knn

Get the training data of a k-nearest neighbors (k-NN) classifier.

get_params_class_knnGetParamsClassKnnGetParamsClassKnnget_params_class_knn

Get parameters of a k-NN classification.

get_sample_class_knnGetSampleClassKnnGetSampleClassKnnget_sample_class_knn

Return a training sample from the training data of a k-nearest neighbors (k-NN) classifier.

get_sample_num_class_knnGetSampleNumClassKnnGetSampleNumClassKnnget_sample_num_class_knn

Return the number of training samples stored in the training data of a k-nearest neighbors (k-NN) classifier.

read_class_knnReadClassKnnReadClassKnnread_class_knn

Read the k-NN classifier from a file.

select_feature_set_knnSelectFeatureSetKnnSelectFeatureSetKnnselect_feature_set_knn

Selects an optimal subset from a set of features to solve a certain classification problem.

serialize_class_knnSerializeClassKnnSerializeClassKnnserialize_class_knn

Serialize a k-NN classifier.

set_params_class_knnSetParamsClassKnnSetParamsClassKnnset_params_class_knn

Set parameters for k-NN classification.

train_class_knnTrainClassKnnTrainClassKnntrain_class_knn

Creates the search trees for a k-NN classifier.

write_class_knnWriteClassKnnWriteClassKnnwrite_class_knn

Save the k-NN classifier in a file.