This option allows to generate the FIS inputs and outputs. The hierarchy type can be chosen (see section 3.1.2 - Generate vertices), as well as the number of fuzzy sets per variable, the tolerance on unique values or the number of groups for a k-means hierarchy.
The generated FIS has as many variables as the data file has columns.
It has a single output, which corresponds to the last column in the data file.
The conjunction operator is parameterized, the default output is a fuzzy output. It can be later edited to be transformed into a crisp output.
The FIS without rules can be used as an entry point to any of the following rule induction procedures: option Generate rules and Generate conclusions, fuzzy decision trees or the Wang & Mendel algorithm.
The current FIS is not overwritten, a new FIS window pops up.