Titlebook: Data Preprocessing in Data Mining; Salvador García,Julián Luengo,Francisco Herrera Book 2015 Springer International Publishing Switzerland

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A Data Mining Software Package Including Data Preparation and Reduction: KEEL,in features and usage. For the practitioners interest, the most common used data sources are introduced in Sect.?. and the steps needed to integrate any new algorithm in it in Sect.?.. Once the results have been obtained, the appropriate comparison guidelines are provided in Sect.?.. The most import

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978-3-319-37731-5Springer International Publishing Switzerland 2015

Intruder

Salvador García,Julián Luengo,Francisco HerreraCovers the set of techniques under the umbrella of data preprocessing in data mining and machine learning.A comprehensive book devoted completely to preprocessing in data mining.Written by experts in

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Intelligent Systems Reference Libraryhttp://image.papertrans.cn/d/image/262990.jpg

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Data Preprocessing in Data Mining978-3-319-10247-4Series ISSN 1868-4394 Series E-ISSN 1868-4408

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https://doi.org/10.1007/978-1-4613-0429-6nts of the rest of the book will be introduced, such as learning models, strategies and paradigms, etc. Thus, the whole process known as Knowledge Discovery in Data is provided in Sect.?.. A review on the main models of Data Mining is given in Sect.?., accompanied a clear differentiation between Sup

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https://doi.org/10.1007/978-1-4613-0429-6a sets are available and widely used to check the performance of the technique being considered. Many of the subsequent sections of this book include a practical experimental comparison of the techniques described in each one as a exemplification of this process. Such comparisons require a clear bed

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