Essays about: "Prediktionsintervall"

Found 5 essays containing the word Prediktionsintervall.

  1. 1. Uncertainty Estimation in Radiation Dose Prediction U-Net

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

    Author : Frida Skarf; [2023]
    Keywords : Radiation dose prediction models; U-net; quantile regression; Monte Carlo Dropout; epistemic uncertainty estimation; aleatoric uncertainty estimation; Stråldospredicerande modeller; U-net; kvantilregression; Monte Carlo Dropout; epistemisk osäkerhetsskattning; aletorisk osäkerhetsskattning;

    Abstract : The ability to quantify uncertainties associated with neural network predictions is crucial when they are relied upon in decision-making processes, especially in safety-critical applications like radiation therapy. In this paper, a single-model estimator of both epistemic and aleatoric uncertainties in a regression 3D U-net used for radiation dose prediction is presented. READ MORE

  3. 2. Enhancing House Rental Price Prediction Models for the Swedish Market : Exploring External features, Prediction intervals and Uncertainty Management in Predicting House Rental Prices

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

    Author : Vasigaran Senthilkumar; [2023]
    Keywords : ;

    Abstract : Exakt förutsägelse av hyrespriserna för hus är ett avgörande problem i verkligheten fastighetsdomän, vilket underlättar informerat beslutsfattande för både hyresgäster och hyresvärdar. Denna studie presenterar en omfattande utforskning av olika maskininlärningstekniker som tillämpas på en mångsidig datauppsättning av husfunktioner, med det övergripande målet att avslöja den mest effektiva algoritmen för förutsäga hyrespriser. READ MORE

  4. 3. Empirisk bestämning av nollföljdsimpedans hos transformatorer med utdragen deltalindning

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

    Author : Carmen Dahlin; [2020]
    Keywords : ;

    Abstract : The main goal of the thesis is through available data, empirically determine the ratio betweenthe zero and positive-sequence impedance of different transformers with accessible-winding, i.e. when the -winding is loaded. READ MORE

  5. 4. Estimating Prediction Intervals with Machine Learning and Monte Carlo Methods in Online Advertising

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

    Author : Emil Häglund; [2020]
    Keywords : ;

    Abstract : Online advertising presents a complex environment. The vast amount of available websites, platforms and formats as well as the trend of programmatic adpurchasing makes assessing a proposed advertisement in terms of cost and expected return challenging. READ MORE

  6. 5. Annuity Divisors

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Madeleine Helmersson; [2017]
    Keywords : Annuity Divisor; Lee-Carter; Prediction interval; Pension; Life expectancy; Bootstrap; Makeham; Delningstal; Lee-Carter; Prediktionsintervall; Pension; Livslängder; Makeham;

    Abstract : This paper studies the differences and similarities between the discrete annuity divisor of the income pension compared to the continuous annuity divisor of the premium pension in Sweden. First discrete and continuous annuity divisors are compared and found to be equivalent given the same underlying mortality. READ MORE