Essays about: "Logistic Regression model"

Showing result 1 - 5 of 399 essays containing the words Logistic Regression model.

  1. 1. Prevalent Discord. Exploring and estimating the prevalence of the type of user disagreement on news media Facebook posts discussing the Colombian peace process (2020-2022)

    University essay from Lunds universitet/Graduate School

    Author : Luis Felipe Villota Macias; [2024]
    Keywords : Agonistic peace; antagonism; big data analytics; binary logistic regression; computational content analysis; Colombia; Colombian peace process; discord; Facebook; machine learning; peace process; public opinion and sentiment; social media; Law and Political Science; Social Sciences;

    Abstract : This thesis is dedicated to exploring and understanding public reactions within negotiated peace settlements based on social media data. Concretely, to modeling public opinion and sentiment within the context of the Colombian peace process using a curated dataset of N= ~1. READ MORE

  3. 2. Predicting True Sepsis and Culture-positive Sepsis in Intensive Care Unit with Machine Learning Techniques

    University essay from Lunds universitet/Matematisk statistik

    Author : Zeyuan Wu; [2024]
    Keywords : Machine Learning; Diagnosis of Sepsis; XGBoost; Logistic Regression; Mathematics and Statistics;

    Abstract : Sepsis, a serious medical condition often leading to patients requiring intensive care, has prompted numerous scientists to employ mathematical techniques to aid in its diagnosis. This thesis uses logistic regression and a machine learning technique, XGBoost, to predict true sepsis (as opposed to sepsis mimics) and culture-positive sepsis (among true sepsis) in critical care using blood test results, physiological measurements and other patient characteristics. READ MORE

  4. 3. ESG Performance and Probability of Default

    University essay from Handelshögskolan i Stockholm/Institutionen för redovisning och finansiering

    Author : Julius Bengtsson; Magnus Fredriksson; [2024]
    Keywords : ESG; CSR; Stakeholder Theory; Probability of Default;

    Abstract : This study aims to investigate how firms' ESG performance affects their probability of default for Nordic listed firms. Based on stakeholder theory as well as findings from previous literature, we hypothesise that this relationship is negative as our main hypothesis. READ MORE

  5. 4. 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

  6. 5. Automation of manual tasks at Statistics Sweden : Supervised machine learning as proof-of-concept

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Simon Godskesen; [2024]
    Keywords : ;

    Abstract : Supervised machine learning is used to create a proof-of-concept for automation of manual tasks for Statistics Sweden. The goal of the first part is to classify occupations with an SSYK code using descriptions entered by the employee, the education level of the employee, and their industry. READ MORE