Random Forest

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• Random forest — (англ. случайный лес)  алгоритм машинного обучения, предложенный Лео Брейманом[1][2] и Адель Катлер, заключающийся в использовании комитета (ансамбля) решающих деревьев. Алгоритм сочетает в себе две основные идеи: метод бэггинга… …   Википедия

• Random forest — In machine learning, a random forest is a classifier that consists of many decision trees and outputs the class that is the mode of the classes output by individual trees. The algorithm for inducing a random forest was developed by Leo Breiman… …   Wikipedia

• Random Forest — Ein Random Forest ist ein Klassifikationsverfahren, welches aus mehreren verschiedenen, unkorrelierten Entscheidungsbäumen besteht. Alle Entscheidungsbäume sind unter einer bestimmten Art von Randomisierung während des Lernprozesses gewachsen.… …   Deutsch Wikipedia

• Random naive Bayes — extends the Naive Bayes classifier by adopting the random forest principles: random input selection (bagging, i.e. bootstrap aggregating) and random feature selection ( [Breiman, 2001] ). Naive Bayes classifier Naive Bayes is a probabilistic… …   Wikipedia

• Random multinomial logit — In statistics and machine learning, random multinomial logit (RMNL) is a technique for (multi class) statistical classification using repeated multinomial logit analyses via Leo Breiman s random forests. Rationale for the new methodSeveral… …   Wikipedia

• Forest inventory — is the systematic collection of data and forest information for assessment or analysis. It is also commonly known as timber cruising. It is important for owners to cruise the timber to get an estimate of the value and possible uses of the timber …   Wikipedia

• Random encounter — A random encounter is a feature commonly used in hack and slash role playing games and computer and video games whereby encounters with non player character (NPC) enemies or other dangers occur sporadically and at random. In general, random… …   Wikipedia

• Forest City Stockade — The Forest City Stockade was built to defend the area settlers from Indian attacks. It became famous during the Dakota War of 1862. The following account is taken from Terry Tales 2, a book by Terry R. Shaw: It had been Jesse Branham, Sr.’s son… …   Wikipedia

• Allegheny National Forest — Infobox protected area | name = Allegheny National Forest iucn category = VI caption = locator x = 230 locator y = 64 location = Warren, McKean, Forest, and Elk counties, Pennsylvania, USA nearest city = Warren, PA lat degrees = 41 lat minutes =… …   Wikipedia

• Lake Forest College — Infobox University name = Lake Forest College native name = latin name = motto = Natura et Scientia Amore established = 1857 type = Liberal Arts School endowment = $76,700,000 staff = faculty = 117 president = Stephen D. Schutt provost = Janet… …   Wikipedia