Better Decision Tree from Intelligent Instance Selection: A new instance selection method based on Genetic Algorithm for optimizing decision trees

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Local Rule-Based Explanations of Black Box Decision Systems (2018, methodology): “This task differs from approaches to instance selection [28], based on genetic algorithms [36] (also specialized for decision trees [40]), in that their objective is to select a subset of instances from an available training set.”