We employ Data Envelopment Analysis to estimate the new technical, cost, and profit efficiency of Indian banks over period 2008–2018. Then, we use Random Forest Regression examine impact corporate governance (Board Size, Board Independence, Duality, Gender Diversity, Meetings), bank characteristics (Return on Assets, Equity Total Assets), other (Ownership Years) efficiency. Among others, found ...