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Nowdays one manages with huge arrays of data arising in diverse fields such as microarray analysis, text categorisation, high-frequency financial data, phishing detection, etc. Such data have extremely high dimensionality (Big Data). The problem of finding the relevant (in a sense) features among the large collections is of great importance, e.g., to construct an interpretable model of the studied phenomenon.