公开(公告)号：US11501175B2

公开(公告)日：2022-11-15

申请号：US16075846

申请日：2016-02-08

Applicant: ENTIT SOFTWARE LLC

Inventor： Efrat Egozi-Levi ,  Ohad Assulin ,  Boaz Shor ,  Mor Gelberg

IPC: G06F16/248 ,  G06N5/02 ,  G06Q10/04 ,  G06F16/21

Abstract: Example embodiments relate to generating sets of recommended inputs for changing predicted results of a predictive model. The examples disclosed herein access, from a database, a historical set of inputs and results of a predictive model. A function is approximated based on the historical set of inputs and results, and a gradient of the function is computed using a result of the function with respect to a local maximum value of the function. A set of recommended inputs is generated based on the gradient of the function, where a recommended input produces a positive result of the function.