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Avtometriya

2010 year, number 5

Use of the Function of Rival Similarity to Predict Quantitative Variables

V. V. Dyubanov
Keywords: prediction, nearest neighbors, function of rival similarity
Pages: 62-66

Abstract

A method of using the function of rival similarity (FRiS function) to solve the problem of predicting variables measured on strong (quantitative) scales is proposed. The FRiS-Pro prediction algorithm and the experience of its use in solving problems of predicting a target attribute, measured on the absolute scale (customer demand) at the international competition Data Mining Cup 2009