Error title
Some error text about your books and stuff.
Close
Principles of Data Mining cover
  • ISBN: 9780262082907
  • ISBN10: 026208290X

Principles of Data Mining

by Padhraic Smyth

  • Binding: Hardcover
  • Publisher: Mit Pr
  • Publish date: 10/01/2001
used Add to Cart $4.66
You save: 95%
Marketplace Item
new Add to Cart $94.72
FREE economy shipping!
Description
The growing interest in data mining is motivated by a common problem across disciplines: how does one store, access, model, and ultimately describe and understand very large data sets? Historically, different aspects of data mining have been addressed independently by different disciplines. This is the first truly interdisciplinary text on data mining, blending the contributions of information science, computer science, and statistics.

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.

Expand description
Seller Condition Comments Price  
Better World Books West

Location: Mishawaka, IN
Very Good
Ships from Reno, NV. Former Library book. Great condition for a used book!
[...]
$4.66
Clean Earth Books

Location: Atlanta, GA
Good
Shipping Icon
Support Your Planet. Buy CLEAN EARTH BOOKS. Shipping orders swiftly since
[...]
$5.47
HPB-Dallas

Location: Dallas, TX
Good
Shipping Icon
Item may show signs of shelf wear. Pages may include limited notes and
[...]
$6.60
HPB-California

Location: Concord, CA
Acceptable
Shipping Icon
Item is intact, but may show shelf wear. Pages may include notes and
[...]
$6.60
HPB-Dallas

Location: Dallas, TX
Good
Shipping Icon
Item may show signs of shelf wear. Pages may include limited notes and
[...]
$6.63
Ergodebooks

Location: Richmond, TX
Ask seller a question
Good
Buy with confidence. Excellent Customer Service & Return policy.
$14.51
readmybooks

Location: Artesia, CA
Ask seller a question
Acceptable
PLEASE NOTE: Acceptable-It may contain highlighting/markings throughout,
[...]
$16.72
readmybooks

Location: Artesia, CA
Ask seller a question
Good
PLEASE NOTE: Used Good- Used items do not include CD-ROM, ACCESS CODE or
[...]
$17.18
Ables Bookstore

Location: chattanooga, TN
Good
Shipping Icon
$25.78
The Book Bin

Location: Salem, OR
Very Good
026208290X Corner and edge wear. Spine is loose, binding and pages tight and intact. Interior pages are clean.
$28.12
One Stop Shop Bookstore

Location: Memphis, TN
Good
Shipping Icon
$30.43
One Stop Shop Bookstore

Location: Memphis, TN
Good
Shipping Icon
$31.67
SurplusTextSeller

Location: Columbia, MO
Good
Ships same day or next business day! UPS shipping available (Priority Mail
[...]
$51.01
bookrunners

Location: Chicago, IL
Ask seller a question
Good
Ships fast! All our items are exactly as described in the listing. Buy with
[...]
$55.25
ecbooks.1

Location: P C Beach, FL
Ask seller a question
New
NEW
$81.31