Abstract

Dengue fever is a disease that still has a global problem in more than 100 countries in the world. If the DBD system is infected, the virus can be used to treat the virus. Dengue fever with four degrees of severity, such as class I (mild), class II (moderate), class III (severe) and class IV (very severe). In this study, patients were divided into two categories, severe and non-severe. One statistical method that can be used for keeping the factors that vary as you love to be sued is Multivariate Adaptive Regression Spline (MARS). MARS is a nonparametric regression model that can be used for the data problem that knows bestas crank dimension and more than the prediction that corresponds to the respondent. MARS is a very complex complex with spline and Recursive Partitioning Regression (RPR). In this study we cautioned the use of MARS to determine the factors that caused berdarah fever in Rumah Sakit Islam Jemursari Surabaya. Minimum data rate General Cross Verification GCV 0.04181718 for Basic aggregation (BF) = 51, Maximum Interaction (MI) = Minimum Observation (MO) 3 days = 2. APER and Press'Q.

Original languageEnglish
Title of host publication8th International Conference on Research Implementation and Education of Mathematics and Science, ICRIEMS 2021
Subtitle of host publicationTransforming Science Literacy into A New Normal Digital World to Achieve Sustainable Development Goals
EditorsNur Aeni Ariyanti, Kartika Ratna Pertiwi, Heru Sukoco, Fika Fauzi, Paramita Cahyaningrum Kuswandi
PublisherAmerican Institute of Physics Inc.
ISBN (Electronic)9780735443143
DOIs
Publication statusPublished - 17 Mar 2023
Event8th International Conference on Research Implementation and Education of Mathematics and Science: Transforming Science Literacy into A New Normal Digital World to Achieve Sustainable Development Goals, ICRIEMS 2021 - Yogyakarta, Indonesia
Duration: 27 Aug 202128 Aug 2021

Publication series

NameAIP Conference Proceedings
Volume2556
ISSN (Print)0094-243X
ISSN (Electronic)1551-7616

Conference

Conference8th International Conference on Research Implementation and Education of Mathematics and Science: Transforming Science Literacy into A New Normal Digital World to Achieve Sustainable Development Goals, ICRIEMS 2021
Country/TerritoryIndonesia
CityYogyakarta
Period27/08/2128/08/21

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