Approach for Predicting Index of Security with the Own Current Assets according to the Capital Structure of Commercial Organizations of the Republic of Armenia

摘要

In the paper, we primarily aimed to build a behavioral approach for prediction of index of security with the own current assets according to the capital structure by using data from commercial organizations of the Republic of Armenia. The model built and optimized on the basis of training data, calculates the loss function during the program activity. Mean Square Error was chosen as a loss function. The goal of the gradient reduction method is to minimize the loss function. On the basis of the prediction model built, correct solutions were predicted for those organizations where cases of not being secured by own current assets were observed. They fully comply with the theoretical and practical decisions made within the scope of the conceptual provisions of financial management.