Patent ID: 11914622
Assignee: SAP SE
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 13:
14. One or more computer-readable storage media storing instructions which, when executed by one or more hardware processors configured to handle a factor analysis request, cause the one or more hardware processors to perform operations comprising:
in conjunction with the factor analysis request, analyzing a sample of records, from a population of records, based on feature importances of respective factors, and thereby identifying key factors for a target metric;
wherein the records of the population of records store values, for each of the key factors, from a set of values (“factor values”) for the respective key factor;
determining respective scores for a plurality of factor values of the key factors, each of the scores being determined over the population of records for a corresponding one of the factor values, the respective score being determined by:
determining an F-beta score (Fb) for the corresponding factor value; and
determining the respective score as proportional to a harmonic mean of Fb and I: 1/(1/Fb+1/FI), wherein FI is the feature importance of the key factor associated with the corresponding factor value; and

outputting one or more evaluations based on ranks of the determined scores in response to the factor analysis request.