Abstract
The methodical bases of comparison of polytypic models which solve the scientific or engineering task of multidimensional data processing are stated in the article. The main attention is paid to an assessment of efficiency and accuracy of classification and regression models. Special methods of comparison such as Lift- and Profit- curves, Gain- charts, ROC- analysis, matrixes of classifications and costs are marked out.
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