Data Preprocessing in Data Mining

by Francisco Herrera, Julian Luengo, Salvador García

Book Overview

Introduction.- Data Sets and Proper Statistical Analysis of Data Mining Techniques.- Data Preparation Basic Models.- Dealing with Missing Values.- Dealing with Noisy Data.- Data Reduction.- Feature Selection.- Instance Selection.- Discretization.- A Data Mining Software Package Including Data Preparation and Reduction: KEEL.

• Format: Paperback
• Language: English
• ISBN: 3319377310
• ISBN13: 9783319377315
• Release Date: September 2016
• Publisher: Springer
• Length: 320 Pages
• Weight: 1.04 lbs.
• Dimensions: 0.7" x 6.1" x 9.2"