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Data Mining Methods and Models

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Larose, Daniel T. 作者
John Wiley & Sons Inc
译者
2006-1 出版日期
344 页数
925.00元 价格
HRD
丛书系列
9780471666561 图书编码

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发表于2024-11-10


Data Mining Methods and Models 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Data Mining Methods and Models 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Data Mining Methods and Models 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024



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Data Mining Methods and Models 在线电子书 图书描述

Apply powerful Data Mining Methods and Models to Leverage your Data for Actionable Results

Data Mining Methods and Models provides:

* The latest techniques for uncovering hidden nuggets of information

* The insight into how the data mining algorithms actually work

* The hands-on experience of performing data mining on large data sets

Data Mining Methods and Models:

* Applies a "white box" methodology, emphasizing an understanding of the model structures underlying the softwareWalks the reader through the various algorithms and provides examples of the operation of the algorithms on actual large data sets, including a detailed case study, "Modeling Response to Direct-Mail Marketing"

* Tests the reader's level of understanding of the concepts and methodologies, with over 110 chapter exercises

* Demonstrates the Clementine data mining software suite, WEKA open source data mining software, SPSS statistical software, and Minitab statistical software

* Includes a companion Web site, www.dataminingconsultant.com, where the data sets used in the book may be downloaded, along with a comprehensive set of data mining resources. Faculty adopters of the book have access to an array of helpful resources, including solutions to all exercises, a PowerPoint(r) presentation of each chapter, sample data mining course projects and accompanying data sets, and multiple-choice chapter quizzes.

With its emphasis on learning by doing, this is an excellent textbook for students in business, computer science, and statistics, as well as a problem-solving reference for data analysts and professionals in the field.

An Instructor's Manual presenting detailed solutions to all the problems in the book is available onlne.

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数据挖掘方法与模型

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