Essays about: "multinomial"

Showing result 1 - 5 of 109 essays containing the word multinomial.

  1. 1. Were the most important election pledges fulfilled? An empirical investigation of the Swedish government’s pledge fulfillment after the 2014 parliamentary election

    University essay from Lunds universitet/Graduate School

    Author : Ida Steineck Nilsson; [2024]
    Keywords : Election pledges; pledge fulfillment; the mandate model; promissory representation; Swedish politics; Law and Political Science;

    Abstract : This thesis provides an account of the pledge-making and eventual pledge fulfilment of the Swedish government of 2014, which consisted of the Social Democratic Party and the Green Party. It is grounded in the theoretical approaches of the mandate model of representation and promissory representation. READ MORE

  3. 2. Optimising Machine Learning Models for Imbalanced Swedish Text Financial Datasets: A Study on Receipt Classification : Exploring Balancing Methods, Naive Bayes Algorithms, and Performance Tradeoffs

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Li Ang Hu; Long Ma; [2023]
    Keywords : Imbalanced datasets; Swedish text financial datasets; Accuracy; Matthews correlation coefficient; Recall; Multinomial Naive Bayes; SMOTE; TomekLinks; Performance optimization;

    Abstract : This thesis investigates imbalanced Swedish text financial datasets, specifically receipt classification using machine learning models. The study explores the effectiveness of under-sampling and over-sampling methods for Naive Bayes algorithms, collaborating with Fortnox for a controlled experiment. READ MORE

  4. 3. The Impact of Chinese Foreign Aid on OFAC Sanctions Effectiveness: Non-conditionality, Non-interference, and the Reality of Chinese Foreign Policy

    University essay from Stockholms universitet/Institutionen för ekonomisk historia och internationella relationer

    Author : Anastasiia Trehubova; [2023]
    Keywords : ;

    Abstract : The analysis examines the impact of Chinese developmental and military aid on the effectiveness of the OFAC sanctions enforcement. Despite the official claims of China’s adherence to the principles of non-conditionality and non-interference, Chinese foreign policy in proactive reveals a pattern of using its aid as political and economic weapon to widen its sphere of influence by undermining the efficacy of US sanctions. READ MORE

  5. 4. Intergenerational Educational Mobility among Immigrants and Natives in Germany

    University essay from Lunds universitet/Ekonomisk-historiska institutionen

    Author : Anastasia Demidova; [2023]
    Keywords : Intergenerational Mobility; Migration; Education; Human Capital; Germany; Business and Economics; Social Sciences;

    Abstract : This study examines the intergenerational educational mobility among immigrants and natives in Germany. Three regression models are estimated to investigate potential differences in the transmission of human capital from parents to their children between immigrants and natives. READ MORE

  6. 5. Multi-Class Classification for Predicting Customer Satisfaction : Application of machine learning methods to predict customer satisfaction at IKEA

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

    Author : Stina Backerholm; Malin Börjesjö; [2023]
    Keywords : Multi-Class Classification; Imbalanced Data; Machine Learning; Multi-Klass Klassifisering; Obalanserat Data; Maskininlärning;

    Abstract : Gaining a comprehensive understanding of the features that contribute to customer satisfaction after contact with IKEA’s Remote Customer Meeting Points (RCMPs) is essential for implementing effective remedial measures in the future. The aim of this project is to investigate if it is possible to find key features that influence customer satisfaction and to use these to predict customer satisfaction. READ MORE