The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Mar. 05, 2024
Filed:
Dec. 20, 2019
Datarobot, Inc., Boston, MA (US);
Jeremy Achin, Boston, MA (US);
Thomas DeGodoy, Medford, MA (US);
Timothy Owen, Newton, MA (US);
Xavier Conort, Singapore, SG;
Sergey Yurgenson, Malborough, MA (US);
Mark L. Steadman, Watertown, MA (US);
Glen Koundry, Waltham, MA (US);
Hon Nian Chua, Singapore, SG;
DataRobot, Inc., Boston, MA (US);
Abstract
A predictive modeling method may include obtaining a fitted, first-order predictive model configured to predict values of output variables based on values of first input variables; and performing a second-order modeling procedure on the fitted, first-order model, which may include: generating input data including observations including observed values of second input variables and predicted values of the output variables; generating training data and testing data from the input data; generating a fitted second-order model of the fitted first-order model by fitting a second-order model to the training data; and testing the fitted, second-order model of the first-order model on the testing data. Each observation of the input data may be generated by (1) obtaining observed values of the second input variables, and (2) applying the first-order predictive model to corresponding observed values of the first input variables to generate the predicted values of the output variables.