Sökning: "SHAP-värden."

Hittade 3 uppsatser innehållade ordet SHAP-värden..

  1. 1. Anticipating bankruptcies among companies with abnormal credit risk behaviour : Acase study adopting a GBDT model for small Swedish companies

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Simon Heinke; [2022]
    Nyckelord :Bankruptcy prediction; Credit risk analysis; Abnormal credit risk behaviour; Gradient boosted decision trees; SHAP-values.; Konkurs förutsägelse; Kredit riskanalys; Abnomralt kreditbeteende; Gradient baserat beslutsträd; SHAP-värden.;

    Sammanfattning : The field of bankruptcy prediction has experienced a notable increase of interest in recent years. Machine Learning (ML) models have been an essential component of developing more sophisticated models. Previous studies within bankruptcy prediction have not evaluated how well ML techniques adopt for data sets of companies with higher credit risks. LÄS MER

  3. 2. Offline Reinforcement Learning for Optimization of Therapy Towards a Clinical Endpoint

    Master-uppsats, KTH/Medicinteknik och hälsosystem

    Författare :Simon Jenner; [2022]
    Nyckelord :Offline; Reinforcement learning; Double Deep Q-Network; Cognitive behavior therapy; Digital therapeutics; Optimization; Förstärkningsinlärning; Dubbelt djupt Q-nätverk; Kognitiv beteendeterapi; Digital terapeutika; Optimering;

    Sammanfattning : The improvement of data acquisition and computer heavy methods in recentyears has paved the way for completely digital healthcare solutions. Digitaltherapeutics (DTx) are such solutions and are often provided as mobileapplications that must undergo clinical trials. LÄS MER

  4. 3. A Machine Learning Estimation of the Occupancy of Padel Facilities in Sweden : An application of Random Forest algorithm on a padel booking dataset

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Michael Johansson; Nadia Gonzálvez Läth; [2022]
    Nyckelord :Machine Learning; Random Forest Regression; Occupancy; Estimation; Padel; Bookings; Sweden; Evaluation Metrics; Features; SHAP; Maskininlärning; Random Forest Regression; Beläggning; Uppskattning; Padel; Bokningar; Sverige; Utvärderingsmått; Inputvärden; SHAP;

    Sammanfattning : Padel is one of the fastest growing sports in Sweden. Its popularity rose significantly during the Covid-19 pandemic in 2020, as many other types of sport facilities closed, and people had more flexible work schedules due to remote work. LÄS MER