In a paper a new, fully interpretable fuzzy unit selection cost function is proposed. A new objective measure, which evaluates the optimality and consistency of the fuzzy unit selection cost function is introduced. A new automatic RGD-based unit selection optimization process that consistently optimizes fuzzy unit selection cost function also over a small subset of data is also proposed.
COBISS.SI-ID: 15636995