Predicting hospital length-of-stay outliers using decision tree induction.

Two data mining techniques, decision tree induction and rule induction, were applied to casemix and patient data from a Singapore hospital to develop models for predicting hospital length-of-stay outliers.

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Bibliographic Details
Main Author:	Yap, Joanne Geok Lan.
Other Authors:	Khoo, Christopher Soo Guan
Format:	Theses and Dissertations
Published:	2008
Subjects:	DRNTU::Business::Marketing::Consumer behavior
Online Access:	http://hdl.handle.net/10356/1988
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Institution:	Nanyang Technological University

id	sg-ntu-dr.10356-1988
record_format	dspace
spelling	sg-ntu-dr.10356-19882019-12-10T14:36:43Z Predicting hospital length-of-stay outliers using decision tree induction. Yap, Joanne Geok Lan. Khoo, Christopher Soo Guan Wee Kim Wee School of Communication and Information DRNTU::Business::Marketing::Consumer behavior Two data mining techniques, decision tree induction and rule induction, were applied to casemix and patient data from a Singapore hospital to develop models for predicting hospital length-of-stay outliers. Master of Science (Information Studies) 2008-09-10T08:37:55Z 2008-09-10T08:37:55Z 2004 2004 Thesis http://hdl.handle.net/10356/1988 Nanyang Technological University application/pdf
institution	Nanyang Technological University
building	NTU Library
country	Singapore
collection	DR-NTU
topic	DRNTU::Business::Marketing::Consumer behavior
spellingShingle	DRNTU::Business::Marketing::Consumer behavior Yap, Joanne Geok Lan. Predicting hospital length-of-stay outliers using decision tree induction.
description	Two data mining techniques, decision tree induction and rule induction, were applied to casemix and patient data from a Singapore hospital to develop models for predicting hospital length-of-stay outliers.
author2	Khoo, Christopher Soo Guan
author_facet	Khoo, Christopher Soo Guan Yap, Joanne Geok Lan.
format	Theses and Dissertations
author	Yap, Joanne Geok Lan.
author_sort	Yap, Joanne Geok Lan.
title	Predicting hospital length-of-stay outliers using decision tree induction.
title_short	Predicting hospital length-of-stay outliers using decision tree induction.
title_full	Predicting hospital length-of-stay outliers using decision tree induction.
title_fullStr	Predicting hospital length-of-stay outliers using decision tree induction.
title_full_unstemmed	Predicting hospital length-of-stay outliers using decision tree induction.
title_sort	predicting hospital length-of-stay outliers using decision tree induction.
publishDate	2008
url	http://hdl.handle.net/10356/1988
_version_	1681037732074225664

Predicting hospital length-of-stay outliers using decision tree induction.

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