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cs.CY2022
An Audit Framework for Technical Assessment of Binary Classifiers
Debarati Bhaumik, Diptish Dey
Multilevel models using logistic regression (MLogRM) and random forest models (RFM) are increasingly deployed in industry for the purpose of binary classification. The European Com…
cs.CY2022
A Framework for Auditing Multilevel Models using Explainability Methods
Debarati Bhaumik, Diptish Dey, Subhradeep Kayal
Applications of multilevel models usually result in binary classification within groups or hierarchies based on a set of input features. For transparent and ethical applications of…
cs.HC2022★ 1 cited
Inter-relational Model for understanding Chatbot acceptance across retail sectors
Diptish Dey, Debarati Bhaumik
Despite the rising interest in chatbots, deployment has been slow in the retail sector. In the absence of comparative cross sector research on the user acceptance of chatbots in re…