Essays about: "Rasmus Tibell"

Found 1 essay containing the words Rasmus Tibell.

  1. 1. Training a Multilayer Perceptron to predict the final selling price of an apartment in co-operative housing society sold in Stockholm city with features stemming from open data

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Rasmus Tibell; [2014]
    Keywords : Multilayer Perceptron; backpropagation; predictive model; price; condominium; Stockholm; Inductive Conformal Prediction; ICP; MLP; BackProp; Genetic Algorithm; Multilayer Perceptron; Inductive Conformal Prediction; Öppen Data; estimera priset; bostadsrättslägenhet; Stockholm;

    Abstract : The need for a robust model for predicting the value of condominiums and houses are becoming more apparent as further evidence of systematic errors in existing models are presented. Traditional valuation methods fail to produce good predictions of condominium sales prices and systematic patterns in the errors linked to for example the repeat sales methodology and the hedonic pricing model have been pointed out by papers referenced in this thesis. READ MORE