Inventors
Morgan, J.A., Lekivetz, R.A., King, C.B. and Jones, B.A., SAS Institute Inc, 2021. Tool for hyperparameter validation. U.S. Patent 11,074,483.
Patent Number
U.S. Patent 11,074,483
Date Granted
07/27/2021
Description
A computing system receives a request to validate, according to a validation specification, a response of a system of operation. The validation specification relates to determining deviation from a specified result in response to testing one or more candidate inputs. The initial design space defines design points for the system of operation according to the respective candidate inputs for each factor. The computing system, responsive to the request to validate the response of the system of operation, generates data representing a covering array for design points defined by the initial design space or a subset design space. The computing system generates, based on the data, a test suite for testing the system of operation. The computing system obtains the response of the system of operation and generates an output indicating the deviation from the specified result.