Essays about: "Osäkerhetsmått"

Found 2 essays containing the word Osäkerhetsmått.

1. 1. A Gradient Boosting Tree Approach for Behavioural Credit Scoring

   University essay from KTH/Matematisk statistik

   Author : Axel Dernsjö; Ebba Blom; [2023]
   Keywords : Machine learning; Random forest; Uncertainty measure; Material development; Empirical Bayes; Maskininlärning; Random forest; Osäkerhetsmått; Materialutveckling; Empirical Bayes;

   Abstract : This report evaluates the possibility of using sequential learning in a material development setting to help predict material properties and speed up the development of new materials. To do this a Random forest model was built incorporating carefully calibrated prediction uncertainty estimates. READ MORE

3. 2. Sequential Machine Learning in Material Science

   University essay from KTH/Matematik (Avd.)

   Author : Victor Bellander; [2023]
   Keywords : Machine learning; Random forest; Uncertainty measure; Material development; Empirical Bayes; Maskininlärning; Random forest; Osäkerhetsmått; Materialutveckling; Empirical Bayes;

   Abstract : This report evaluates the possibility of using sequential learning in a material development setting to help predict material properties and speed up the development of new materials. To do this a Random forest model was built incorporating carefully calibrated prediction uncertainty estimates. READ MORE