Essays about: "Matilda Söderholm"

Found 2 essays containing the words Matilda Söderholm.

  1. 1. Predicting Risk of Delays in Postal Deliveries with Neural Networks and Gradient Boosting Machines

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Matilda Söderholm; [2020]
    Keywords : Machine Learning; Artificial Neural Networks; Gradient Boosting; Delivery prediction; Delay prediction; Postal Deliveries;

    Abstract : This thesis conducts a study on a data set from the Swedish and Danish postal service Postnord, comparing an artificial neural network (ANN) and a gradient boosting machine (GBM) for predicting delays in package deliveries. The models are evaluated based on F1-score for the important class which represents the data points that are delayed and needed to be identified. READ MORE

  3. 2. Estimating Time to Repair Failures in a Distributed System

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Matilda Söderholm; Lisa Habbe; [2016]
    Keywords : ;

    Abstract : To ensure the quality of important services, high availability is critical. One aspect to be considered in availability is the downtime of the system, which can be measured in time to recover from failures. READ MORE