Abstract
Quite a few in-depth articles were found in the above-mentioned domain. Bankruptcy is one of the most critical factors which most of companies don’t want to face. To predict the Bankruptcy of Banks, there have been several attempts made, some have been successful and some are coming up with new ideas of prediction daily. This paper deals with the Return on Asset (ROA) and Return on Equity (ROE) variables of the various public sector and private sector banks of India, which using an Artificial Neural Network model, can be used to predict bankruptcy. Looking at the current scenario of the public sector banks, we can say that the situation is very bad since most of the banks have a high rate of NPA which keeps on increasing. The RBI has taken measures and there have been many Mergers and Acquisitions in the Public Banks Sector.
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