note

K近傍法(KNN)で品質管理

K近傍法とは？ K近傍法（K-Nearest Neighbors, KNN）は、シンプルかつ直感的な機械学習のアルゴリズムの一つです。 このアルゴリズムでは、新しいデータポイントの分類や予測を、その周囲の「近くにあるデータポイント（近傍）」を使って行います。 この特徴 ...
IEEE

Efficient kNN Classification With Different Numbers of Nearest Neighbors

Abstract: k nearest neighbor (kNN) method is a popular classification method in data mining and statistics because of its simple implementation and significant classification performance. However, it ...
unite

What is a KNN (K-Nearest Neighbors)?

What is K-Nearest Neighbors (KNN)? K-Nearest Neighbors is a machine learning technique and algorithm that can be used for both regression and classification tasks. K-Nearest Neighbors examines the ...
IEEE

Efficient kNN Classification With Different Numbers of Nearest Neighbors

Abstract: k nearest neighbor (kNN) method is a popular classification method in data mining and statistics because of its simple implementation and significant classification performance. However, it ...
GitHub

KNN Search Algorithm Comparison

The K-nearest neighbors (k-NN) algorithm, introduced in 1951, has been widely used for both classification and regression tasks. The core concept involves identifying the k most similar instances ...