Publikation: Making robust classification decisions : constructing and evaluating Fast and Frugal Trees (FFTs)
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2013
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Published
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KNAUFF, Markus, ed. and others. Cooperative minds : social interaction and group dynamics ; proceedings of the 35 th annual meeting of the Cognitive Science Society, Berlin, Germany, July 31 - August 3, 2013. Austin, TX: Cognitive Science Society, 2013, pp. 43-44. ISBN 978-0-9768318-9-1
Zusammenfassung
Fast and Frugal Trees (FFTs) are a quintessential family of simple heuristics that allow effective and efficient binary clas- sification decisions and often perform remarkably well when compared to more complex methods. This half-day tutorial will familiarize participants with examples of FFTs and elu- cidate the theoretical link between FFTs and signal detection theory (SDT). A range of presentations, practical exercises and interactive tools will enable participants to construct and eval- uate FFTs for different data sets.
Zusammenfassung in einer weiteren Sprache
Fachgebiet (DDC)
150 Psychologie
Schlagwörter
Fast and Frugal Trees, binary classifications, simple heuristics, signal detection theory, validity, robustness
Konferenz
Cooperative minds : social interaction and group dynamics, 31. Juli 2013 - 3. Aug. 2013, Berlin, Germany
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ISO 690
NETH, Hansjörg, Uwe CZIENSKOWSKI, Lael J. SCHOOLER, Kevin GLUCK, 2013. Making robust classification decisions : constructing and evaluating Fast and Frugal Trees (FFTs). Cooperative minds : social interaction and group dynamics. Berlin, Germany, 31. Juli 2013 - 3. Aug. 2013. In: KNAUFF, Markus, ed. and others. Cooperative minds : social interaction and group dynamics ; proceedings of the 35 th annual meeting of the Cognitive Science Society, Berlin, Germany, July 31 - August 3, 2013. Austin, TX: Cognitive Science Society, 2013, pp. 43-44. ISBN 978-0-9768318-9-1BibTex
@inproceedings{Neth2013Makin-27787,
year={2013},
title={Making robust classification decisions : constructing and evaluating Fast and Frugal Trees (FFTs)},
isbn={978-0-9768318-9-1},
publisher={Cognitive Science Society},
address={Austin, TX},
booktitle={Cooperative minds : social interaction and group dynamics ; proceedings of the 35 th annual meeting of the Cognitive Science Society, Berlin, Germany, July 31 - August 3, 2013},
pages={43--44},
editor={Knauff, Markus},
author={Neth, Hansjörg and Czienskowski, Uwe and Schooler, Lael J. and Gluck, Kevin},
note={Link zur Originalveröffentlichung: http://mindmodeling.org/cogsci2013/papers/0013/index.html}
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Prüfungsdatum der Dissertation
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Link zur Originalveröffentlichung: http://mindmodeling.org/cogsci2013/papers/0013/index.html
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