The selection and construction of membership functions ... uses optimization techniques such as particle swarm optimization (PSO), genetic algorithm (GA), ant colony optimization (ACO) to find the ...

Abstract: Decision trees offer the benefit of easy interpretation because they allow the classification of input data based on if–then rules. However, as decision trees are constructed by an algorithm ...

improving classification accuracy and generalization capability. During model training, a structured training pipeline is designed, incorporating suitable loss functions and optimization algorithms.

In order to further improve the accuracy and efficiency of rice disease diagnosis, a framework for automatic classification ... local search algorithm and the global one. Lu et al. (2015) have ...

Rainfall classification can be improved by using machine learning and metaheuristic algorithms. In this work, an Adaptive Dynamic Puma Optimizer (AD-PO) algorithm combined with Guided Whale ...