Essays about: "logistisk regression"

Showing result 16 - 20 of 156 essays containing the words logistisk regression.

1. 16. Machine Learning to predict student performance based on well-being data : a technical and ethical discussion

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

   Author : Lucy McCarren; [2023]
   Keywords : Machine Learning; Data Science; Learning Analytics; Maskininlärning; Data Science; Inlärningsanalys;

   Abstract : The data provided by educational platforms and digital tools offers new ways of analysing students’ learning strategies. One such digital tool is the wellbeing platform created by EdAider, which consists of an interface where students can answer questions about their well-being, and a dashboard where teachers and schools can see insights into the well-being of individual students and groups of students. READ MORE

3. 17. How Unlucky People Continue to be Unlucky: : A Study of the Predictive Capabilities of Insurance Claim Data

   University essay from KTH/Matematisk statistik

   Author : Jacob Gustavsson; Alex Lövgren; [2023]
   Keywords : Regression Analysis; Generalized Linear Model; Logistic Regression; Insurance; Insurance Pricing; Insurance Risk; Insurance Claim Types; Regressionsanalys; Generaliserad Linjär Modell; Logistisk Regression; Försäkring; Prissättning inom Försäkring; Typer av Ersättningsanspråk;

   Abstract : This bachelor thesis in the field of mathematical statistics was carried out in collaboration with an upcoming insurance start-up, Hedvig, and had the objective of investigating the predictive capabilities of different types of insurance claims. This was done through regression analysis, and more specifically the area in regression analysis called generalized linear models. READ MORE

4. 18. Identifying Optimal Throw-in Strategy in Football Using Logistic Regression

   University essay from KTH/Matematisk statistik

   Author : Stephan Nieto; [2023]
   Keywords : Set-piece; throw-in; football analytics; optimal strategy; logistic regression; model assumptions; feature importance; feature transformations; gradient boosting; Fasta situationer; inkast; fotbollsanalys; optimal strategi; logistisk regression; modellantaganden; variabelvikt; variabeltransformationer; gradient boosting;

   Abstract : Set-pieces such as free-kicks and corners have been thoroughly examined in studies related to football analytics in recent years. However, little focus has been put on the most frequently occurring set-piece: the throw-in. READ MORE

5. 19. Peeking Through the Leaves : Improving Default Estimation with Machine Learning : A transparent approach using tree-based models

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

   Author : Elias Hadad; Angus Wigton; [2023]
   Keywords : Machine learning; Expected credit loss; Probability of default; ECL; PD; Risk Management; Credit Risk Management; Default Estimation; AI; Artificial intelligence; Fintech; Supervised learning; Decision tree; Random forest; XG boost; Transparency; Machine learning transparency;

   Abstract : In recent years the development and implementation of AI and machine learning models has increased dramatically. The availability of quality data paving the way for sophisticated AI models. Financial institutions uses many models in their daily operations. READ MORE

6. 20. SOUNDS LIKE INTOLERANCE: : A BROADENINGOF HYPERACUSIS EVALUATION

   University essay from Umeå universitet/Institutionen för psykologi

   Author : William Larsson; Tatjana Sceglova; [2023]
   Keywords : Hyperacusis; NSS; laboratory measurements; quantitative analysis; Hyperakusi; NSS; kvantitativ analys; laboratorium mätningar;

   Abstract : Hyperacusis is a condition that is described by abnormal reactions to ordinary sounds, however, because of its complexity and newness, this diagnosis still lacks centralized definition and established prevalence rates. Previous research has attempted to define the condition and establish measurements. READ MORE