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Better Decision Tree from Intelligent Instance Selection. A new instance selection method based on Genetic Algorithm for optimizing decision trees

Код 894371

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Аннотация к книге "Better Decision Tree from Intelligent Instance Selection. A new instance selection method based on Genetic Algorithm for optimizing decision trees"

This book describes theoretical and experimental studies of instance selection to improve data mining model. Data preparation is one of the most important and time consuming phases in knowledge discovery. Preparation tasks often determine the success of data mining engagements. The importance of instance selection is the primary focus because the size of current and future databases often exceeds the amount of data which current data mining algorithms can handle properly. Instance selection...

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Издательство: Книга по требованию
Дата выхода: июль 2011
ISBN: 978-3-6391-6741-2
Объём: 132 страниц
Масса: 221 г
Размеры(высота, ширина, толщина), см: 23 x 16 x 1

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