Amazon cover image
Image from Amazon.com
Image from Google Jackets

Data mining for business analytics : concepts, techniques, and applications with XLMiner/ by Galit Shmueli, Peter C. Bruce and Nitin R. Patel.

By: Contributor(s): Material type: TextTextLanguage: English Publication details: Hoboken, New Jersey : John Wiley & Sons, 2016.Description: 1 online resourceISBN:
  • 9781118879337 (epub)
  • 9781118956632 (pdf)
Subject(s): Additional physical formats: Print version:: Data mining for business analyticsDDC classification:
  • 005.54 23 SHM
Contents:
Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating predictive performance -- Multiple linear regression -- k-Nearest Neighbors (kNN) -- The Naive Bayes classifier -- Classification and regression trees -- Logistic regression -- Neural nets -- Discriminant analysis -- Combining methods : ensembles and uplift modeling -- Association rules and collaborative filtering -- Cluster analysis -- Handling time series -- Regression-based forecasting -- Smoothing methods -- Social network analytics -- Text mining -- Cases.
List(s) this item appears in: Weekly Addition
Tags from this library: No tags from this library for this title. Log in to add tags.
Star ratings
    Average rating: 0.0 (0 votes)
Holdings
Item type Current library Collection Call number Status Date due Barcode
General Books General Books CUTN Central Library Generalia Non-fiction 005.54 SHM (Browse shelf(Opens below)) Checked out to Martin Martin (16030A) 18/03/2022 37480

Includes index.

Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating predictive performance -- Multiple linear regression -- k-Nearest Neighbors (kNN) -- The Naive Bayes classifier -- Classification and regression trees -- Logistic regression -- Neural nets -- Discriminant analysis -- Combining methods : ensembles and uplift modeling -- Association rules and collaborative filtering -- Cluster analysis -- Handling time series -- Regression-based forecasting -- Smoothing methods -- Social network analytics -- Text mining -- Cases.

There are no comments on this title.

to post a comment.

Powered by Koha