OPTIMAL ANALYTIC WORKFLOW

摘要

Embodiments of the present invention disclose a method, computer program product, and system for optimizing data analysis. A set of analytics are received and a plurality of subsets of the set of analytics is generated. An optimization goal(s) is defined. The plurality of subsets of analytics are applied to a set of data. The output of applied analytics are recorded on a data storage device by the computer. Performance values of the computer applying the plurality of subsets of analytics are recorded and displayed. An optimal subset of the plurality of subsets of analytics is calculated, using recorded performance values and outputs of the applied plurality of subsets of analytics, being based on the optimization goal. A set of applied analytics are displayed, where the set of applied analytics includes a number of subsets of analytics of the plurality of analytics that meet the criteria of the optimal subset.

主权项

1. A computer implemented method for optimizing data analysis, the method comprising:
generating a plurality of subsets of analytics of a set of analytics using a computer, in response to receiving the set of analytics; defining an optimization goal for applying the plurality of subsets of analytics; applying the plurality of subsets of analytics to a set of data which includes a plurality of electronic records; generating an output, in response to the applying the plurality of subsets of analytics, the output being recorded on a data storage device accessible by the computer; recording a set of performance values of the computer system in response to applying the plurality of subsets of analytics to the set of data; calculating an optimal subset of the plurality of subsets of analytics based on the recorded performance values and the recorded output of the applied plurality of subsets of analytics, the optimal subset of analytics being at least one of the plurality of subsets of analytics and being based on the optimization goal; and generating a set of applied analytics, the set of applied analytics includes a number of subsets of analytics of the plurality of analytics that meet the criteria of the optimal subset.