knn.h File Reference

#include <unordered_set>
#include "index/inverted_index.h"
#include "index/forward_index.h"
#include "index/ranker/ranker.h"
#include "classify/classifier_factory.h"
#include "classify/classifier/classifier.h"

Go to the source code of this file.

Classes
class	meta::classify::knn
	Implements the k-Nearest Neighbor lazy learning classification algorithm. More...
class	meta::classify::knn::knn_exception
	Basic exception for knn interactions. More...

Namespaces
	meta
	The ModErn Text Analysis toolkit is a suite of natural language processing, classification, information retreival, data mining, and other applications of text processing.
	meta::classify
	Algorithms for feature selection, KNN search, and confusion matrices.

Functions
template<>
std::unique_ptr< classifier >	meta::classify::make_multi_index_classifier< knn > (const cpptoml::table &, std::shared_ptr< index::forward_index >, std::shared_ptr< index::inverted_index >)
	Specialization of the factory method used to create knn classifiers.

Detailed Description

Author

Sean Massung

All files in META are released under the MIT license. For more details, consult the file LICENSE in the root of the project.