Pattern Classification Using Ensemble Methods (Series in Machine Perception and Artificial Intellige pdf epub mobi txt 電子書下載 2025

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Lior Rokach

World Scientific Publishing Company

2010-06-30

225

USD 75.00

Hardcover

9789814271066

圖書標籤: 計算機技術

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发表于2025-01-09

Pattern Classification Using Ensemble Methods (Series in Machine Perception and Artificial Intellige epub 下載 mobi 下載 pdf 下載 txt 電子書下載 2025

Pattern Classification Using Ensemble Methods (Series in Machine Perception and Artificial Intellige pdf epub mobi txt 電子書下載 2025

圖書描述

Researchers from various disciplines such as pattern recognition, statistics, and machine learning have explored the use of ensemble methodology since the late seventies. Thus, they are faced with a wide variety of methods, given the growing interest in the field. This book aims to impose a degree of order upon this diversity by presenting a coherent and unified repository of ensemble methods, theories, trends, challenges and applications. The book describes in detail the classical methods, as well as the extensions and novel approaches developed recently. Along with algorithmic descriptions of each method, it also explains the circumstances in which this method is applicable and the consequences and the trade-offs incurred by using the method.

Pattern Classification Using Ensemble Methods (Series in Machine Perception and Artificial Intellige 下載 mobi epub pdf txt 電子書