The book consists of three sections. The first, foundations, provides a tutorial overview of the principles underlying data mining algorithms and their application. The presentation emphasizes intuition rather than rigor. The second section, data mining algorithms, shows how algorithms are constructed to solve specific problems in a principled manner. The algorithms covered include trees and rules for classification and regression, association rules, belief networks, classical statistical models, nonlinear models such as neural networks, and local memory-based models. The third section shows how all of the preceding analysis fits together when applied to real-world data mining problems. Topics include the role of metadata, how to handle missing data, and data preprocessing.
标签： foundations The consists sections
上传时间： 2017-06-22
上传用户：lps11188
This document gives the code for programming a CC2500 transceiver using Altera Stratix FPGA. The FPGA and CC2500 are connected through SPI mode with the FPGA as the master and CC2500 as the slave.
标签： programming transceiver document Stratix
上传时间： 2014-01-15
上传用户：wuyuying
a tutorial to apache hadoop
上传时间： 2014-01-20
上传用户：qb1993225
A tutorial on RT-Linux
上传时间： 2017-07-03
上传用户：helmos
The file is a tutorial introduction to Decimation, one of the sample rate conversion processes. It contains detailed basic exposition of the process and a design example to introduce the beginner to the concept.
标签： introduction Decimation conversion processes
上传时间： 2013-12-01
上传用户：shizhanincc
This is a tutorial on Linked List
上传时间： 2013-12-02
上传用户：爱死爱死
Implementing Functional Languages- A Tutorial
标签： Implementing Functional Languages Tutorial
上传时间： 2013-12-02
上传用户：qiao8960
A Consumer’s Guide to Using eXpressDSP-Compliant Algorithms
标签： eXpressDSP-Compliant Algorithms Consumer Guide
上传时间： 2017-08-01
上传用户：alan-ee
a hardware engineers guide to VHDL ebook
标签： engineers hardware ebook guide
上传时间： 2017-08-08
上传用户：dyctj
Java a beginner s guide 3 edition
标签： beginner edition guide Java
上传时间： 2014-01-24
上传用户：jjj0202
