Library FRBS is an implementation of various learning algorithms based on fuzzy rule-based systems for dealing with classification and regression tasks. FRBSs are also known as fuzzy inference systems and fuzzy models. In this version we provide a universal framework named ‘frbsPMML’, which is adopted from the Predictive Model Markup Language (PMML), for representing FRBS models. PMML is an XML-based language to provide a standard for describing models produced by data mining and machine learning algorithms.
This package aims to implement the most widely used standard procedures, thus offering a standard package for FRBS modeling to the R community.
Contact: Jose Manuel Benitez
More information: https://cran.r-project.org/web/packages/frbs/