翻訳と辞書 Words near each other ・ Localized lichen myxedematosus ・ Localized lipodystrophy ・ Localized list ・ Localized molecular orbitals ・ Localized pustular psoriasis ・ Localized surface plasmon ・ Local number portability ・ Local on the 8s ・ Local operational picture ・ Local optimum ・ Local option ・ Local option sales tax ・ Local ordinance ・ Local origination ・ Local oscillator ・ Local outlier factor ・ Local ownership import substituting ・ Local oxidation nanolithography ・ Local parameter ・ Local Partnerships ・ Local Peer Discovery ・ Local People Leading ・ Local people's court ・ Local pixel grouping ・ Local plan ・ Local planning authority ・ Local Plus ・ Local police ・ Local positioning system ・ Local post Dictionary Lists mini英和辞書 mini和英辞書 Webster 1913 Latin-English FOLDOC Wikipedia English ウィキペディア

翻訳と辞書　辞書検索 [ 開発暫定版 ] スポンサード リンク Local outlier factor ： ウィキペディア英語版 Local outlier factor In anomaly detection, the local outlier factor (LOF) is an algorithm proposed by Markus M. Breunig, Hans-Peter Kriegel, Raymond T. Ng and Jörg Sander in 2000 for finding anomalous data points by measuring the local deviation of a given data point with respect to its neighbours. LOF shares some concepts with DBSCAN and OPTICS such as the concepts of "core distance" and "reachability distance", which are used for local density estimation. == Basic idea == The local outlier factor is based on a concept of a local density, where locality is given by $k$ nearest neighbors, whose distance is used to estimate the density. By comparing the local density of an object to the local densities of its neighbors, one can identify regions of similar density, and points that have a substantially lower density than their neighbors. These are considered to be outliers. The local density is estimated by the typical distance at which a point can be "reached" from its neighbors. The definition of "reachability distance" used in LOF is an additional measure to produce more stable results within clusters. 抄文引用元・出典: フリー百科事典『 ウィキペディア（Wikipedia）』 ■ウィキペディアで「Local outlier factor」の詳細全文を読む スポンサード リンク 翻訳と辞書 : 翻訳のためのインターネットリソース Copyright(C) kotoba.ne.jp 1997-2016. All Rights Reserved.