Essays about: "Alexandra Hotti"

Found 2 essays containing the words Alexandra Hotti.

  1. 1. Bayesian insurance pricing using informative prior estimation techniques

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

    Author : Alexandra Hotti; [2020]
    Keywords : ;

    Abstract : Large, well-established insurance companies build statistical pricing models based on customer claim data. Due to their long experience and large amounts of data, they can predict their future expected claim losses accurately. In contrast, small newly formed insurance start-ups do not have access to such data. READ MORE

  3. 2. Implementing Machine Learning in the Credit Process of a Learning Organization While Maintaining Transparency Using LIME

    University essay from KTH/Industriell ekonomi och organisation (Inst.); KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Jacob Malmberg; Marcus Nystad Öhman; Alexandra Hotti; [2018]
    Keywords : Machine Learning; LIME; Credit Process; Black Box; Organizational learning; Local Interpretable Model-Agnostic Explanations; Banking; Neural network; Word2vec;

    Abstract : To determine whether a credit limit for a corporate client should be changed, a financial institution writes a PM containingtext and financial data that then is assessed by a credit committee which decides whether to increase the limit or not. To make thisprocess more efficient, machine learning algorithms was used to classify the credit PMs instead of a committee. READ MORE