Essays about: "Non-Disclosed Conformal Prediction"

Found 1 essay containing the words Non-Disclosed Conformal Prediction.

  1. 1. Aggregating predictions using Non-Disclosed Conformal Prediction

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Robin Carrión Brännström; [2019]
    Keywords : Conformal Prediction; Non-Disclosed Conformal Prediction; Support Vector Regression; Reliable Machine Learning;

    Abstract : When data are stored in different locations and pooling of such data is not allowed, there is an informational loss when doing predictive modeling. In this thesis, a new method called Non-Disclosed Conformal Prediction (NDCP) is adapted into a regression setting, such that predictions and prediction intervals can be aggregated from different data sources without interchanging any data. READ MORE