Essays about: "Max Joel Söderberg"

Found 2 essays containing the words Max Joel Söderberg.

  1. 1. The effect of model calibration on noisy label detection

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

    Author : Max Joel Söderberg; [2023]
    Keywords : Area Under the Margin; Calibration; Image classification; Label smoothing; Noisy labels; Overconfidence; Area under marginalen; Kalibrering; Bildklassificering; Etikettutjämning; Brusiga etiketter; Övertro;

    Abstract : The advances in deep neural networks in recent years have opened up the possibility of using image classification as a valuable tool in various areas, such as medical diagnosis from x-ray images. However, training deep neural networks requires large amounts of annotated data which has to be labelled manually, by a person. READ MORE

  3. 2. Feature selection in short-term load forecasting

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

    Author : Max Joel Söderberg; Axel Meurling; [2019]
    Keywords : Short-term load forecasting; energy consumption forecasting; Linear regression; SVR; Random Forest; machine learning; regression; feature selection; attribute selection; Pearson correlation; Mutual information; correlation matrix; Two-way ANOVA; Tukey’s HSD test.; Kortsiktig lastprognos; Energiförbrukningsprognos; Linjär regression; SVR; Random forest; Maskininlärning; Attributval; Pearson-korrelation; Ömsesidig information; Korrelationsmatris; Tvåvägs ANOVA; Tukey’s HSD-test.;

    Abstract : This paper investigates correlation between energy consumption 24 hours ahead and features used for predicting energy consumption. The features originate from three categories: weather, time and previous energy. The correlations are calculated using Pearson correlation and mutual information. READ MORE