An Experimental Study on Cholera Modeling in Hanoi
| Autor: | Hai-Chau Nguyen, Hoang-Quynh Le, Quang-Thuy Ha, Thi-Oanh Ngo, Huyen-Trang Thi Lai, Ngoc-Anh Thi Le |
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| Rok vydání: | 2016 |
| Předmět: |
0301 basic medicine
Computer science 030231 tropical medicine Frame (networking) Feature selection computer.software_genre medicine.disease Cholera Data preparation 03 medical and health sciences Variable (computer science) 030104 developmental biology 0302 clinical medicine Data presentation medicine Data mining computer |
| Zdroj: | Intelligent Information and Database Systems ISBN: 9783662493892 ACIIDS (2) |
| DOI: | 10.1007/978-3-662-49390-8_22 |
| Popis: | Cholera modeling for prediction Cholera state is the research topic is specially considered by researchers. An experimental frame for Cholera modeling based on using data mining techniques is showed in this paper. In the Data Preparation Phase, two versions of data presentation and a solution for feature selection are considered. Moreover, both cases of two-value Cholera state and three-value Cholera state also investigated. Experimental results show that the global presentation is better than the local presentation, F1 measures are between 0.79 and 0.86, and the target variable has correlation with climate condition variables in some cases. |
| Databáze: | OpenAIRE |
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