Instance selection plays a pivotal role in enhancing machine learning by identifying and retaining those data instances that are most informative for the learning process, while discarding redundant ...

It is a significant and challenging task to detect the informative features to carry out explainable analysis and build an interpretable AI system for high dimensional data, especially for those with ...

The algorithm's performance was tested on publicly available datasets such as corn, soil, and beer, and multiple high-performance variable selection algorithms. The results showed that the algorithm ...