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Data mining methods for education research by Rosa S Aleman at Abbey's Bookshop,
Data mining methods for education research
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Rosa S Aleman

Data mining methods for education research

Rosa S Aleman

$49.95   $42.07

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English
Rosa S. Aleman
04 May 2023
Database design & theory; Information architecture
"Despite some theoretical promise, it is unclear whether rule induction data mining approaches(e.g., classification trees and association rules) add methodological value to ""orthodox"" education research, i.e., research unrelated to computer-based education. To better understand whether and how rule induction methods could be useful to education researchers, I explored whether they, relative to regression approaches, (1) improve classification accuracy, and/or (2) offer new avenues of explanation. Additionally, I aimed to illustrate a practical and principled way to use the various rule induction approaches so researchers can more easily choose to use it."
By:  
Imprint:   Rosa S. Aleman
Dimensions:   Height: 229mm,  Width: 152mm,  Spine: 13mm
Weight:   322g
ISBN:   9789336138496
ISBN 10:   9336138499
Pages:   236
Publication Date:  
Audience:   General/trade ,  ELT Advanced
Format:   Paperback
Publisher's Status:   Active

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