Conceptual base of feature selection consulting system
Pavel Pudil, Jana Novovičová, Petr Somol, Radek Vrňata (1998)
Kybernetika
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The paper briefly reviews recent advances in the methodology of feature selection (FS) and the conceptual base of a consulting system for solving FS problems. The reasons for designing a kind of expert or consulting system which would guide a less experienced user are outlined. The paper also attempts to provide a guideline which approach to choose with respect to the extent of a priori knowledge of the problem. The methods discussed here form the core of the software package being developed...