Cloud Software Group, Inc.

Tun-Chieh Hsu

Daniel Jay Rope

Thomas A Hill

Michael A O'Connell

Gaia Valeria Paolini

Venkata Jagannath Yellapragada

A system for generating algorithmic models comprising a function module to generate a desirability function, an automated machine learning module, and a UI module. The desirability function defines a single desirability value based on an algorithmic model accuracy criteria, criteria for algorithmic model quality, criteria for model fidelity, and criteria for the benefits and cost of model deployment. Specific hard and soft constraints regarding these and other user-defined criteria can also be specified by the user. The automated machine learning module generates an algorithmic model by training the algorithmic model against a model data set, identifying the model with the greatest desirability with respect to all criteria as combined via the desirability function. The UI module generates a user interface to display the overall desirability as well as all model criteria configured by the user. The displayed criteria and desirability are selectable and definable.

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Hoboken, NJ, United States of America

Tun-Chieh Hsu