Modeling significant wave heights for multiple time horizons using metaheuristic regression methods

• Main Authors: Ikram, Rana Muhammad Adnan, Cao, Xinyi, Parmar, Kulwinder Singh, Kisi, Ozgur, Shahid, Shamsuddin, Zounemat Kermani, Mohammad
• Format: Article
• Language: English
• Published: MDPI 2023
• Subjects: TA Engineering (General). Civil engineering (General)
• Online Access: http://eprints.utm.my/105675/1/ShamsuddinShahid2023_ModelingSignificantWaveHeights.pdf; http://eprints.utm.my/105675/; http://dx.doi.org/10.3390/math11143141
• Institution: Universiti Teknologi Malaysia

The study examines the applicability of six metaheuristic regression techniques—M5 model tree (M5RT), multivariate adaptive regression spline (MARS), principal component regression (PCR), random forest (RF), partial least square regression (PLSR) and Gaussian process regression (GPR)—for predicting...