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portada Random Forests
Type
Physical Book
Publisher
Author
Year
2000
Language
English
Pages
122
Format
Hardcover
ISBN
9067643149
ISBN13
9789067643146
Edition No.
2018
Categories

Random Forests

Yu L Pavlov (Author) · De Gruyter · Hardcover

Random Forests - Yu L Pavlov

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Synopsis "Random Forests "

This monograph deals with random forests and aims to show that, despite the outward simplicity of the forest graph design, the problems emerging in relation to the phenomenon are challenging, and their solution often requires subtle mathematical methods. The book focuses on forests formed by simply generated trees. While the notion of the simply generated family of trees covers many known tree classes, this approach to the study of random forests gives a chance to obtain results for various forest types in a uniform way. The main objective of the book is to provide the full description of the limit behaviour of the random forest's most important characteristics: maximum tree size and number of trees of a given size and height. The main probability methods used in the book are the generalized allocation scheme and methods of the branching process theory.

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