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

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Ian H. Witten 作者

Morgan Kaufmann

译者

2005-6-22 出版日期

560 页数

USD 75.95 价格

Paperback

丛书系列

9780120884070 图书编码

Data Mining 在线电子书图书标签: 数据挖掘机器学习 DataMining 计算机数据库计算机科学人工智能 Data-Mining

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

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

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机器学习入门经典

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Weka圣经

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Weka圣经

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Data Mining 在线电子书著者简介

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Data Mining 在线电子书 pdf 下载 txt下载 epub 下载 mobi 在线电子书下载

Data Mining 在线电子书图书描述

As with any burgeoning technology that enjoys commercial attention, the use of data mining is surrounded by a great deal of hype. Exaggerated reports tell of secrets that can be uncovered by setting algorithms loose on oceans of data. But there is no magic in machine learning, no hidden power, no alchemy. Instead there is an identifiable body of practical techniques that can extract useful information from raw data. This book describes these techniques and shows how they work. The book is a major revision of the first edition that appeared in 1999. While the basic core remains the same, it has been updated to reflect the changes that have taken place over five years, and now has nearly double the references. The highlights for the new edition include thirty new technique sections; an enhanced Weka machine learning workbench, which now features an interactive interface; comprehensive information on neural networks; a new section on Bayesian networks; plus much more; algorithmic methods at the heart of successful data mining-including tried and true techniques as well as leading edge methods; performance improvement techniques that work by transforming the input or output; and, downloadable Weka, a collection of machine learning algorithms for data mining tasks, including tools for data pre-processing, classification, regression, clustering, association rules, and visualization-in a new, interactive interface.

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