Fuzzy inference system (FIS) design from learning data follows two main steps:
Partitions as well as rules can then be adjusted, section 4. A FIS can also be simplified (section 5), to obtain incomplete rules (see glossary).
Learning programs are available as command lines and are also interfaced in Java. The execution time is likely to increase very fast with the data file size. This is particularly true for the optimization and simplification procedures. In that case, it is preferable to use the command line versions. All the command lines versions can run in the background with the ouput redirected to a file.
Since FisPro version 3.4, all learning programs, when called from command line, have a -wl option, that allows a silent (wordless) mode. Only error messages will appear on the output.