Essays about: "modelltolkning"

Found 3 essays containing the word modelltolkning.

  1. 1. Combined Actuarial Neural Networks in Actuarial Rate Making

    University essay from KTH/Matematisk statistik

    Author : Axel Gustafsson; Jacob Hansén; [2021]
    Keywords : Insurance; insurance pricing; rate making; pure premium modelling; generalised linear model; neural network; combined actuarial neural network; black box model interpretability; Försäkring; försäkringsprissättning; tariffanalys; pure premium modellering; generalised linear model; neurala nätverk; kombinerat aktuariskt neurala nätverk; black box modelltolkning;

    Abstract : Insurance is built on the principle that a group of people contributes to a common pool of money which will be used to cover the costs for individuals who suffer from the insured event. In a competitive market, an insurance company will only be profitable if their pricing reflects the covered risks as good as possible. READ MORE

  2. 2. Combined Actuarial Neural Networks in Actuarial Rate Making

    University essay from KTH/Matematisk statistik

    Author : Axel Gustafsson; Jacob Hansen; [2021]
    Keywords : Insurance; insurance pricing; rate making; pure premium modelling; generalised linear model; neural network; combined actuarial neural network; black box model interpretability; Försäkring; försäkringsprissättning; tariffanalys; pure premium modellering; generalised linear model; neurala nätverk; kombinerat aktuariskt neurala nätverk; black box modelltolkning;

    Abstract : Insurance is built on the principle that a group of people contributes to a common pool of money which will be used to cover the costs for individuals who suffer from the insured event. In a competitive market, an insurance company will only be profitable if their pricing reflects the covered risks as good as possible. READ MORE

  3. 3. On the Use of Model-Agnostic Interpretation Methods as Defense Against Adversarial Input Attacks on Tabular Data

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Anton Kanerva; Fredrik Helgesson; [2020]
    Keywords : Machine learning; deep neural networks; model interpretation; cyber security; Maskininlärning; djupa neurala nätverk; modelltolkning; cybersäkerhet;

    Abstract : Context. Machine learning is a constantly developing subfield within the artificial intelligence field. The number of domains in which we deploy machine learning models is constantly growing and the systems using these models spread almost unnoticeably in our daily lives through different devices. READ MORE