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Data mining methods for education research
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(Buch) |
Dieser Artikel gilt, aufgrund seiner Grösse, beim Versand als 2 Artikel!
Lieferstatus: |
i.d.R. innert 7-14 Tagen versandfertig |
Veröffentlichung: |
Mai 2023
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Genre: |
Ratgeber |
ISBN: |
9789336138496 |
EAN-Code:
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9789336138496 |
Verlag: |
Rosa S. Aleman |
Einband: |
Kartoniert |
Sprache: |
English
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Dimensionen: |
H 229 mm / B 152 mm / D 13 mm |
Gewicht: |
349 gr |
Seiten: |
236 |
Zus. Info: |
Paperback |
Bewertung: |
Titel bewerten / Meinung schreiben
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Inhalt: |
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. |
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