K-Nearest Neighbors

List of Operators

add_class_train_data_knnAddClassTrainDataKnnadd_class_train_data_knnAddClassTrainDataKnnadd_class_train_data_knn

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

add_sample_class_knnAddSampleClassKnnadd_sample_class_knnAddSampleClassKnnadd_sample_class_knn

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

classify_class_knnClassifyClassKnnclassify_class_knnClassifyClassKnnclassify_class_knn

Search for the next neighbors for a given feature vector.

clear_class_knnClearClassKnnclear_class_knnClearClassKnnclear_class_knn

Clear a k-NN classifier.

create_class_knnCreateClassKnncreate_class_knnCreateClassKnncreate_class_knn

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

deserialize_class_knnDeserializeClassKnndeserialize_class_knnDeserializeClassKnndeserialize_class_knn

Deserialize a serialized k-NN classifier.

get_class_train_data_knnGetClassTrainDataKnnget_class_train_data_knnGetClassTrainDataKnnget_class_train_data_knn

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

get_params_class_knnGetParamsClassKnnget_params_class_knnGetParamsClassKnnget_params_class_knn

Get parameters of a k-NN classification.

get_sample_class_knnGetSampleClassKnnget_sample_class_knnGetSampleClassKnnget_sample_class_knn

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

get_sample_num_class_knnGetSampleNumClassKnnget_sample_num_class_knnGetSampleNumClassKnnget_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_knnReadClassKnnread_class_knnReadClassKnnread_class_knn

Read the k-NN classifier from a file.

select_feature_set_knnSelectFeatureSetKnnselect_feature_set_knnSelectFeatureSetKnnselect_feature_set_knn

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

serialize_class_knnSerializeClassKnnserialize_class_knnSerializeClassKnnserialize_class_knn

Serialize a k-NN classifier.

set_params_class_knnSetParamsClassKnnset_params_class_knnSetParamsClassKnnset_params_class_knn

Set parameters for k-NN classification.

train_class_knnTrainClassKnntrain_class_knnTrainClassKnntrain_class_knn

Creates the search trees for a k-NN classifier.

write_class_knnWriteClassKnnwrite_class_knnWriteClassKnnwrite_class_knn

Save the k-NN classifier in a file.