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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