Essays about: "Marcus Kristiansson"

Found 2 essays containing the words Marcus Kristiansson.

  1. 1. Comparison of Logistic Regression and an Explained Random Forest in the Domain of Creditworthiness Assessment

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

    Author : Marcus Ankaräng; Jakob Kristiansson; [2021]
    Keywords : Classification; Creditworthiness; Explainable Artificial Intelligence; Logistic Regression; Machine Learning; Random Forest; SHAP; XAI;

    Abstract : As the use of AI in society is developing, the requirement of explainable algorithms has increased. A challenge with many modern machine learning algorithms is that they, due to their often complex structures, lack the ability to produce human-interpretable explanations. READ MORE

  3. 2. Comparative study of polygeneration systems for commercial buildings

    University essay from KTH/Kraft- och värmeteknologi

    Author : Agri Karem; Marcus Kristiansson; [2020]
    Keywords : PV system; Polygeneration; STandUP;

    Abstract : In recent times the problems regarding global warming and climate change have become increasingly relevant in our society. Public attention is growing due to seemingly larger and more severe natural disasters each year and the search for solutions to these problems is greater than ever. READ MORE