Dengue outbreak prediction: hybrid meta-heuristic model

• Main Authors: Zuriani, Mustaffa, Mohd Herwan, Sulaiman, Ernawan, Ferda, Yuhanis, Yusof, Mohamad Farhan, Mohamad Mohsin
• Format: Conference or Workshop Item
• Language: English; English
• Published: Institute of Electrical and Electronics Engineers Inc. 2018
• Subjects: QA Mathematics; QA76 Computer software
• Online Access: http://umpir.ump.edu.my/id/eprint/22085/1/17.%20Dengue%20outbreak%20prediction%20-hybrid%20meta-heuristic%20model.pdf; http://umpir.ump.edu.my/id/eprint/22085/2/17.1%20Dengue%20outbreak%20prediction%20-hybrid%20meta-heuristic%20model.pdf; http://umpir.ump.edu.my/id/eprint/22085/

Parameter tuning of Leas Squares Support Vector Machines (LSSVM) hyper-parameters, namely regularization parameter and kernel parameters plays a crucial role in obtaining a promising result in prediction task. Any improper values setting of the said hyper-parameters would demote the generalization o...