Identification of the Most Critical Factors in Bankruptcy Prediction and Credit Classification of Companies

Banks and financial institutions strive to develop and improve their credit risk evaluation methods to reduce financial loss resulting from borrowers' financial default. Although in previous studies, many variables obtained from financial statements - such as financial ratios - have been used as the input to the bankruptcy prediction process, seldom a machine learning method based on computing intelligence has been applied to select the most...