), support vector machine (SVM), and a deep neural network to predict bankruptcy using easily obtainable financial data of 3728 … Belgian Small and Medium Enterprises (SME’s) during the period 2002-2012. Using the above-mentioned machine learning …

SMEs. Since the Altman Z-Score model was devised, numerous studies on bankruptcy prediction have been written. Most of them …The impact the last financial crisis had on the small- and medium-sized enterprises (SMEs) sector varied across … financial crisis was quite stable compared to other EU member states. SMEs represent one of the most important segments of the …

In this paper, we test alternative feature selection methods for bankruptcy prediction and illustrate their superiority … financial statements from privately held Norwegian SMEs in 2006-2017. Our methods are allowed to choose among 155 accounting …-world competitive credit market that using LASSO to choose bankruptcy predictors improves credit risk pricing and decision making …