Data mining application with improved data mining algorithm selection

摘要

A training database (including data mining algorithm descriptions and metafeatures characterizing probability density functions of features) in the memory and computer readable program code (i) to extract features that classify data, (ii) to calculate metafeatures describing the case probability density function, and (iii) to select a data mining algorithm by using the training database to map the calculated metafeatures describing the case probability density function to the selected data mining algorithm. The frequency of the occurrence of features with respect to datum in the data defining a case probability density function.