Patent ID: 11861513
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 6:
7. A non-transitory machine readable medium having stored thereon instructions comprising machine executable code which when executed by at least one machine causes the machine to:
index training data;
obtain a plurality of correlation values of one or more features in the indexed training data with a target variable; and
for each of the one or more features:
calculate a first value of correlation of the plurality of correlation values of the one of the one or more features and a favorable result of a judgement by a trained artificial intelligence model;
calculate a second value of correlation of the plurality of correlation values of the one of the one or more features and a unfavorable result of a judgement by the trained artificial intelligence model;
calculate an absolute value of a difference between the calculated first value and the calculated second value;
calculate a total sum of the calculated absolute value of the plurality of correlation values of the one of the one or more features; and

identify and monitor a bias in the one or more features using the calculated first value, the second value, the absolute value, and the total sum.