Business failure prediction for Slovak small and medium-sized companies

L Svabova, L Michalkova, M Durica, E Nica - Sustainability, 2020 - mdpi.com
… risk modelling for prediction of default of companies operating in Romania. … prediction
models in the Slovak Republic. The study is focused on the comparison of the overall prediction

Failure prediction models for Slovak small companies

L Svabova, M Durica… - European Journal of …, 2022 - inderscienceonline.com
… bankruptcy prediction models in the Slovak Republic. The study is focused on the … to
classify the companies into two groups: default (unhealthy and nonprosperous) and non-default (…

[PDF][PDF] Bankruptcy Prediction: The Case of the Czech Republic and Slovakia

M Sponerová - Recent Advances in Information Technology …, 2021 - itema-conference.com
… This paper focuses on the Czech and Slovak economies, specifically at small and medium-…
have examined several possibilities to predict default or business failure. The seminal works …

Bankruptcy prediction of small-and medium-sized enterprises in Poland based on the LDA and SVM methods

A Ptak-Chmielewska - Statistics in Transition. New Series, 2021 - ceeol.com
… the classical logistic regression model for different default horizons considered. … High
accuracy of prediction bankruptcy in the small and medium enterprises (SME) sector is …

Predicting financial distress of slovak enterprises: Comparison of selected traditional and learning algorithms methods

E Gregova, K Valaskova, P Adamko, M Tumpach… - Sustainability, 2020 - mdpi.com
… The Slovak Republic has a small, open economy driven … of an enterprise in default is based
on the Slovak legislation, the … that prediction models being developed in the Slovak Republic

Reliability and accuracy of alternative default prediction models: Evidence from Slovakia

D Rybárová, H Majdúchová, P Štetka… - International Journal of …, 2021 - mdpi.com
… sources of default prediction models being used in the Slovak Republic, … the specifics of the
Slovak business environment. The … non-operating companies and very small companies. The …

Impacts of crisis on SME bankruptcy prediction models' performance

M Papík, L Papíková - Expert Systems with Applications, 2023 - Elsevier
Business restrictions have significantly impacted small and medium-sized … The difference
between the estimated default rate and actual default rate of companies of the data sample …

Effects of classification, feature selection, and resampling methods on bankruptcy prediction of small and medium‐sized enterprises

L Papíková, M Papík - Intelligent Systems in Accounting …, 2022 - Wiley Online Library
… Such a data sample size represents almost a half of all SMEs in Slovakia. With a default
rate of 0.33%, this is one of the most imbalanced datasets ever used to develop bankruptcy …

Bankruptcy prediction for small-and medium-sized companies using severely imbalanced datasets

M Zoričák, P Gnip, P Drotár, V Gazda - Economic Modelling, 2020 - Elsevier
… of bankruptcy prediction that is less investigated: small- and medium-sized companies in
highly … All companies operating in the Slovak republic within the time frame 2010 to 2016 are …

[PDF][PDF] Predicting bankruptcy based on the full population of Croatian companies

S Bogdan, L Šikić, S Bareša - Ekonomski pregled, 2021 - bib.irb.hr
… The main drawback of this research was its small sample size. Similar research was …
companies in order to estimate default prediction models with financial and nonafinancial …