Accenture Global Solutions Limited

Anal Kumar De

Srinivasan Ramaswamy

Jayant Swamy

Aniruddha Ray

Priya Das

Vismay Vyas

Satyaki Bhattacharya

Rajeev John

Vivek Kumar Pandey

Sanjaykumar Joshi

A system for assessing a data model includes a data receiver, a model receiver, and a model assessment device. The data receiver receives training data, historical data, and production data. The model receiver receives the data model associated with the historical data and trained using the training data. The historical data includes a first outcome of the data model provided based on an input feature in the production data. The model assessment device identifies a key feature in the production data relative to the input feature based on a target category in the historical data and a statistical distribution of the input feature in the production data. The model assessment device determines a second outcome of the data model based on the key feature. In response to the second outcome being different from the first outcome, the model assessment device determines a veracity score for assessing the data model.

Veracity assessment of a data model

Growing community of inventors

Kolkata, India

Anal Kumar De