Abstract:Feature selection is a widely used technique to remove the undesirable, noisy and inaccurate information from raw input dataset while maintaining the accuracy and efficiency of classifier. Tremendous researches have explored the feasibility of metaheuristic search algorithms (MSAs) such as African Vultures Optimization Algorithm (AVOA) to solve feature selection problem. Similar with many original MSAs, the conventional initialization scheme of AVOA has undesirable drawbacks that can lead to entrapment of loca… Show more
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