Transformation of data has a significant role in machine
learning and data mining. Similarly, a definition of fuzzy
sets influences the final quality of fuzzy modeling
applications. We will examine, how to choose the fuzzy sets
or search for fuzzy partitions for fuzzy models. We propose
few approaches for stipulating fuzzy sets in machine
learning and data mining.