Sökning: "uplift modeling"

Visar resultat 1 - 5 av 8 uppsatser innehållade orden uplift modeling.

  1. 1. How fast does the bathymetry change on the Swedish west coast? Modeling how fast the bathymetry change, to know where to prioritize new hydrographic surveys

    Master-uppsats, Göteborgs universitet/Institutionen för geovetenskaper

    Författare :Anna Olsson; [2022-06-28]
    Nyckelord :;

    Sammanfattning : The Swedish Maritime Administration is responsible for the passability and availability of vessels on the Swedish coast. They are doing hydrographical surveys to ensure the safety of the maritime transportation corridors on the coast. LÄS MER

  3. 2. Machine Learning Based Prediction and Classification for Uplift Modeling

    Master-uppsats, 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

  4. 3. Generating targeted campaigns based on transactional data using Uplift Modeling

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Minna Reiman; [2020]
    Nyckelord :;

    Sammanfattning : Uplift modeling is a technique to model the incremental effect of a campaign or marketing offer. The incremental effect of a campaign is measured by com- paring two customer groups - one group receiving a campaign and another group not receiving any. LÄS MER

  5. 4. Uplift Modeling : Identifying Optimal Treatment Group Allocation and Whom to Contact to Maximize Return on Investment

    Master-uppsats, Linköpings universitet/Statistik och maskininlärning

    Författare :Henrik Karlsson; [2019]
    Nyckelord :Causal Effect; Uplift Modeling; Class Transformation Method; Model Uplift Directly; Random Forest; XGBoost; Qini Curve; Qini Coefficient; Optimal Control Group Allocation;

    Sammanfattning : This report investigates the possibilities to model the causal effect of treatment within the insurance domain to increase return on investment of sales through telemarketing. In order to capture the causal effect, two or more subgroups are required where one group receives control treatment. LÄS MER

  7. 5. Predictive analysis at Krononfogden : Classifying first-time debtors with an uplift model

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Datalogi

    Författare :Måns Rantzer; [2016]
    Nyckelord :predictive analysis; machine learning; Kronofogden; uplift; uplift modeling;

    Sammanfattning : The use of predictive analysis is becoming more commonplace with each passing day, which lends increased credence to the fact that even governmental institutions should adopt it. Kronofogden is in the middle of a digitization process and is therefore in a unique position to implement predictive analysis into the core of their operations. LÄS MER