Evaluation of the Phadiatop test results using CHAID algorithm and logistic regression
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27510%2F15%3A86095557" target="_blank" >RIV/61989100:27510/15:86095557 - isvavai.cz</a>
Result on the web
<a href="http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7222969&newsearch=true&queryText=Kuranova" target="_blank" >http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7222969&newsearch=true&queryText=Kuranova</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/DT.2015.7222969" target="_blank" >10.1109/DT.2015.7222969</a>
Alternative languages
Result language
angličtina
Original language name
Evaluation of the Phadiatop test results using CHAID algorithm and logistic regression
Original language description
This paper presents the use of logistic regression and decision tree (CHAID algorithm) for classification of patients into one of the two groups of Phadiatop test. Our data come from patients who underwent Phadiatop test examinations in the University Hospital of Ostrava, the Department of Work and preventive medicine. As predictive variables for discriminant analysis, personal and family anamnesis, sex and age of the patient were selected and appropriately rated. These data were obtained on the spot assessment of the manifestations of atopy. Both of these anamneses were divided into four categories according to severity ranked by doctors (asthma, allergic rhinitis, eczema, and others). Evaluation was based on the test results. One of two possible values is involved there: 0 for Phadiatop test result 0 and I, or 1 for values II to VI. Both methods provide very similar results with the success rate 64% for correct classification of patients. Model was tested using a database of 274 clie
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
BB - Applied statistics, operational research
OECD FORD branch
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Result continuities
Project
<a href="/en/project/EE2.3.20.0296" target="_blank" >EE2.3.20.0296: Research team for modelling of economic and financial processes at VSB-TU Ostrava</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
International Conference on Information and Digital Technologies, IDT 2015
ISBN
978-1-4673-7185-8
ISSN
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e-ISSN
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Number of pages
5
Pages from-to
178-182
Publisher name
Institute of Electrical and Electronics Engineers
Place of publication
New York
Event location
Žilina
Event date
Jul 7, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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