Datarobot, Inc.

Mohak Saxena

Xavier Conort

Mark Benjamin Romanowsky

Thomas Whitehead

Thomas Stearns

Jared Bowns

Anastasiia Tamazlykar

Systems and methods are described for interpreting machine learning model predictions. An example method includes: providing a machine learning model configured to receive a plurality of features as input and provide a prediction as output, wherein the plurality of features includes an engineered feature including a combination of two or more parent features; calculating a Shapley value for each feature in the plurality of features; and allocating a respective portion of the Shapley value for the engineered feature to each of the two or more parent features.

Growing community of inventors

East Walpole, MA, United States of America

Mohak Saxena