Hyperparameter tuning of the model for hunger state classification

• Main Authors: Razman, Mohd Azraan, Abdul Majeed, Anwar P.P., Musa, Rabiu Muazu, Taha, Zahari, Susto, Gian Antonio, Mukai, Yukinori
• Format: Book Chapter
• Language: English; English
• Published: Springer 2020
• Subjects: SH Aquaculture. Fisheries. Angling; SH151 Aquaculture - Fish Culture
• Online Access: http://irep.iium.edu.my/83297/1/83297_Hyperparameter%20tuning%20of%20the%20model_MYRA.pdf; http://irep.iium.edu.my/83297/2/83297_Hyperparameter%20tuning%20of%20the%20model_SCOPUS.pdf; http://irep.iium.edu.my/83297/; https://doi.org/10.1007/978-981-15-2237-6_5

Abstract To increase the classification, the rate of prediction based on existing 2 models requires additional technique or in this case optimizing the model. Hyper3 parameter tuning is an optimization technique that evaluates and adjusts the free 4 parameters that define the behaviour of classif...