Experiment No. 7:

Training sample—120 Ukrainian banks and test sample—70 banks.

Number of rules = 5.

Input data—following financial indicators (other than in experiments 5 and 6):

ROE—return on entity (financial results/entity);

ROA—return on assets (financial results/assets);

CIN—incomes-expenses ratio (income/expense);

NIM—net percentage margin; and

NI—net income.

The results of application of FNN TSK for forecasting with these input indicators are presented in Table 7.

It should be noted that these indicators are used as input in the method of Euro Money [1].


Table 7. Results of FNN TSK forecasting. Banks Financial State Analysis and Bankruptcy Risk Forecasting with Application of Fuzzy… DOI: http://dx.doi.org/10.5772/intechopen.82534
