PolyAnalyst-A Machine Discovery System Inferring Functional
Programs  Mikhail V. Kiselev  The present paper describes the
learning technique used in PolyAnalyst - the system of machine
discovery and intelligent analysis of the
experimental/observational datawhich has been created in the
Computer Patient Monitoring Laboratoryat the National Research
Center of Surgery. Po!yAnalyst Is a multi-purpose system
designed to solve the following classes of problems: I)
construction of a procedure realiT.ing the mapping from the set
of desCriptions to the set of parameters given by the pairs
description, parameter; 2) search for the interdependences
between componenm of the description; 3) search for
characteristic features of agiven set of descriptions. Here the
description means a single experimental/observational data
record and it is assumed that all the records in the same set of
observations have the same structure. The peperis devoted mainly
to P01yAnalyst’s application to the ~rpe 1 problems, This type
includes