Sökning: "Lovisa Börthas"

Hittade 2 uppsatser innehållade orden Lovisa Börthas.

  1. 1. Machine Learning Based Prediction and Classification for Uplift Modeling

    Master-uppsats, KTH/Matematisk statistik; KTH/Matematisk statistik

    Författare :Lovisa Börthas; Jessica Krange Sjölander; [2020]
    Nyckelord :Uplift Modeling; Data Pre-Processing; Predictive Modeling; Incremental Modeling; Random Forests; Logistic Regression; Neural Networks; Ensemble Methods; Machine Learning; Multi-Layer Perceptron; Inkrementell responsanalys; databehandling; prediktiv modellering; random forests; logistisk regression; neurala nätverk; mulit-layer perceptron; ensemble metoder; maskininlärning;

    Sammanfattning : The desire to model the true gain from targeting an individual in marketing purposes has lead to the common use of uplift modeling. Uplift modeling requires the existence of a treatment group as well as a control group and the objective hence becomes estimating the difference between the success probabilities in the two groups. LÄS MER

  2. 2. Multiple quadcopters exploring an unknown environment

    Kandidat-uppsats, KTH/Skolan för teknikvetenskap (SCI); KTH/Skolan för teknikvetenskap (SCI)

    Författare :Lovisa Börthas; Jessica Krange Sjölander; [2017]
    Nyckelord :;

    Sammanfattning : In this project a simulation of multiple quadcopters is created to solvethe problem of exploring and mapping an unknown environment. Thetwo major challengers are allocation of the route of the quadcopters tooptimize the mapping, as well as the merging of the three-dimensionalsub maps to get a final result. LÄS MER