A Trustworthy Model for Loan Eligibility Assessment

A model with high-performance metrics might convince a Data Scientist but is unlikely to earn the trust of domain experts if it can’t justify its decisions.

Image by Stable diffusion: An AI chatting with a businesswoman

In this article, we are going to build and deploy an interpretable machine-learning model to assess housing loan eligibility. Below is a glimpse of the final result:

Final application: A glimpse of the final resultsYou can try the app here: https://loan-eligibility.streamlit.app/ or jump …

ai ai ethics gpt interpretability machine learning