Essays about: "Kredit riskanalys"

Found 2 essays containing the words Kredit riskanalys.

1. 1. Anticipating bankruptcies among companies with abnormal credit risk behaviour : Acase study adopting a GBDT model for small Swedish companies

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Simon Heinke; [2022]
   Keywords : Bankruptcy prediction; Credit risk analysis; Abnormal credit risk behaviour; Gradient boosted decision trees; SHAP-values.; Konkurs förutsägelse; Kredit riskanalys; Abnomralt kreditbeteende; Gradient baserat beslutsträd; SHAP-värden.;

   Abstract : The field of bankruptcy prediction has experienced a notable increase of interest in recent years. Machine Learning (ML) models have been an essential component of developing more sophisticated models. Previous studies within bankruptcy prediction have not evaluated how well ML techniques adopt for data sets of companies with higher credit risks. READ MORE

3. 2. Bank risk analysis with machine learning

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Viet Vu; Mariaguadaloppe Farah; [2021]
   Keywords : ;

   Abstract : Nowadays, the time and resources needed to get an accurate estima-tion of a client’s ability to pay back a loan has gone up. With theamount of data complexity it involves to do the credit risk analysis, the machine learning technique has been used to ease the process. READ MORE