Simultaneous instance and feature selection and weighting using evolutionary computation: Proposal and study

Using a large set of 80 problems, a study of the behavior of all possible combinations in classification performance, data reduction and execution time is carried out. These factors are also studied using 60 class-imbalanced datasets.