Classification with Trust: A Supervised Approach based on Sequential Ellipsoidal Partitioning

Ranjani Niranjan, Sachit Rao

Standard metrics of performance of classifiers, such as accuracy and sensitivity, do not reveal the trust or confidence in the predicted labels of data. While other metrics such as…