Essays about: "Fallissemangprediktion"

Found 1 essay containing the word Fallissemangprediktion.

  1. 1. Loan Default Prediction using Supervised Machine Learning Algorithms

    University essay from KTH/Matematisk statistik

    Author : Daria Granström; Johan Abrahamsson; [2019]
    Keywords : Machine Learning; Deep Learning; Credit Risk; Default Prediction; Logistic Regression; Random Forest; Decision Tree; AdaBoost; XGBoost; Artificial Neural Network; Support Vector Machine; SMOTE; Maskininlärning; Djupinlärning; Kreditrisk; Fallissemangprediktion; Logistisk Regression; Random Forest; Decision Tree; AdaBoost; XGBoost; Artificiella neurala nätverk; Stödvektormaskin; SMOTE;

    Abstract : It is essential for a bank to estimate the credit risk it carries and the magnitude of exposure it has in case of non-performing customers. Estimation of this kind of risk has been done by statistical methods through decades and with respect to recent development in the field of machine learning, there has been an interest in investigating if machine learning techniques can perform better quantification of the risk. READ MORE