Micro Focus Lcc

Entit Software LLC

Mor Gelberg

Ilan Shufer

Ohad Assulin

Amit Levin

Olga Kogan

Boaz Shor

Efrat Egozi-Levi

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.

Generating recommended inputs

An example device in accordance with an aspect of the present disclosure includes a screen identification engine to identify a screen(s) of a test run, an element identification engine to selectively identify an element(s) among available elements of the screen(s), and a signature building engine to build a signature corresponding to the test run. The signature incorporates the screen(s) and element(s) to capture an application flow of the test run, while excluding available elements that do not correspond to the application flow.

Building signatures of application flows

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Yehud, Israel

Mor Gelberg