Essays about: "Linus Blomgren"

Found 1 essay containing the words Linus Blomgren.

  1. 1. Machine learning and its applications within insurance hit rates and credit risk modelling

    University essay from Lunds universitet/Matematisk statistik

    Author : Linus Blomgren; Hampus Vitestam; [2017]
    Keywords : Machine learning; Artificial intelligence; Insurance; Credit risk; SMOTE; k-NN; Naïve Bayes; Decision tree; Random forest; Support vector machine; Neural network; Generalized linear model; Receiver operating characteristics; Hit rate; Mathematics and Statistics;

    Abstract : This thesis aims to shine light on some different machine learning methods. As reference a more common statistical prediction method, namely the generalized linear model, is applied to compare the results of the machine learning methods. Six different machine learning methods are investigated. READ MORE