HClassKnn

Cpp++.NET

Name

HClassKnn — Represents an instance of a k-NearestNeighbor classifier.

Constructors

CreateClassKnn	Create a k-nearest neighbors (k-NN) classifier.
ReadClassKnn	Read the k-NN classifier from a file.

Methods

AddClassTrainDataKnn	Add training data to a k-nearest neighbors (k-NN) classifier.
AddSampleClassKnn	Add a sample to a k-nearest neighbors (k-NN) classifier.
AddSamplesImageClassKnn	Add training samples from an image to the training data of a k-Nearest-Neighbor classifier.
ClassifyClassKnn	Search for the next neighbors for a given feature vector.
ClassifyImageClassKnn	Classify an image with a k-Nearest-Neighbor classifier.
ClearClassKnn	Clear a k-NN classifier.
CreateClassKnn	Create a k-nearest neighbors (k-NN) classifier.
CreateClassLutKnn	Create a look-up table using a k-nearest neighbors classifier (k-NN) to classify byte images.
DeserializeClassKnn	Deserialize a serialized k-NN classifier.
GetClassTrainDataKnn	Get the training data of a k-nearest neighbors (k-NN) classifier.
GetParamsClassKnn	Get parameters of a k-NN classification.
GetSampleClassKnn	Return a training sample from the training data of a k-nearest neighbors (k-NN) classifier.
GetSampleNumClassKnn	Return the number of training samples stored in the training data of a k-nearest neighbors (k-NN) classifier.
ReadClassKnn	Read the k-NN classifier from a file.
SelectFeatureSetKnn	Selects an optimal subset from a set of features to solve a certain classification problem.
SerializeClassKnn	Serialize a k-NN classifier.
SetParamsClassKnn	Set parameters for k-NN classification.
TrainClassKnn	Creates the search trees for a k-NN classifier.
WriteClassKnn	Save the k-NN classifier in a file.