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Pattern Classification Using Ensemble Methods (Series in Machine Perception and Artificial Intelligence)

Lior Rokach

قیمت نهایی

۴۹٬۰۰۰ تومان

نسخه اصلی و اورجینال

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تحویل فوری
پرداخت امن
ضمانت فایل
پشتیبانی

مشخصات کتاب

نویسنده
Lior Rokach
ناشر
World Scientific Publishing Company
سال انتشار
۲۰۱۰
فرمت
PDF
زبان
انگلیسی
حجم فایل
۲٫۱ مگابایت
شابک
9789814271066، 9789814271073، 9814271063، 9814271071

دربارهٔ کتاب

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. "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."--Jacket

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