Titlebook: Hybrid Artificial Intelligent Systems; 13th International C Francisco Javier de Cos Juez,José Ramón Villar,Emi Conference proceedings 2018

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0302-9743 nized in the following topical sections: Neurocomputing, fuzzy systems, rough sets, evolutionary algorithms, Agents andMultiagent Systems, and alike..978-3-319-92638-4978-3-319-92639-1Series ISSN 0302-9743 Series E-ISSN 1611-3349

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GAparsimony: An R Package for Searching Parsimonious Models by Combining Hyperparameter Optimizations by combining feature selection, hyperparameter optimization, and parsimonious model search. Therefore, this paper covers the cautions and considerations required for finding a robust parsimonious model by using this package and with a regression example that can be easily adapted for another problem, database or algorithm.

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