Essays about: "generalized additive model"

Showing result 1 - 5 of 21 essays containing the words generalized additive model.

1. 1. Generating an Interpretable Ranking Model: Exploring the Power of Local Model-Agnostic Interpretability for Ranking Analysis

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : Laura Galera Alfaro; [2023]
   Keywords : Explainable Artificial Intelligence; Learning To Rank; Local ModelAgnostic Interpretability; Ranking Generalized Additive Models;

   Abstract : Machine learning has revolutionized recommendation systems by employing ranking models for personalized item suggestions. However, the complexity of learning-to-rank (LTR) models poses challenges in understanding the underlying reasons contributing to the ranking outcomes. READ MORE

3. 2. Carabidocoenoses and Fragments of Forests : exploring the Carabid Landscape

   University essay from SLU/Dept. of Forest Ecology and Management

   Author : Simon Heinrich Arns; [2023]
   Keywords : biodiversity; Carabidae; carabid diversity; entomology; Fragmentation; Fragstats; habitat fragmentation; habitat Heterogeneity; landscape; landscape ecology; landscape Heterogeneity; pitfall trap; quantifying fragmentation;

   Abstract : Epigeic ground beetles (Coleoptera: Carabidae) were sampled between 2021-06-28 and 2021-07-09 using pitfall traps in the Swedish counties Värmland and Gävleborg. The structural properties of the landscapes surrounding these points were estimated from the Swedish Environmental Protection Agency’s national land cover databases and the Swedish Forest Agency’s data for all formally protected and high conservation value forests using patch-based configurational metrics. READ MORE

4. 3. Age of Peak Performance among Swedish Football Players

   University essay from Linköpings universitet/Statistik och maskininlärning

   Author : Rasmus Säfvenberg; [2022]
   Keywords : Age-performance relationship; aging curve; peak age; optimal age; football; soccer; key performance indicators;

   Abstract : Within sports, the relationship between performance and age is deeply intertwined and is of interest to various roles within the sport. Despite its status as one of the largest sports in the world, there is a limited amount of previous work in the context of football and the leagues investigated has emphasized the highest ranked leagues. READ MORE

5. 4. The possibility of machine learning algorithms to explain long-run economic growth

   University essay from Handelshögskolan i Stockholm/Institutionen för nationalekonomi

   Author : Gabriel Ehrnst Grundin; Daniel Helldén; [2021]
   Keywords : Economic Growth; Machine Learning; ; Empirical Econometrics;

   Abstract : The empirical investigation of economic growth has been one of the most researched topics in economics. Most recently, machine learning algorithms that can handle nonlinearities, discontinuities and other issues inherent with traditional linear approaches have been proposed to be able to more accurately describe the empirical determinants of economic growth. READ MORE

6. 5. Long-term forecasting model for future electricity consumption in French non-interconnected territories

   University essay from KTH/Skolan för industriell teknik och management (ITM)

   Author : MATHIEU CARON; [2021]
   Keywords : Long-term forecasting; electricity demand; peak demand; energy planning; clustering analysis; artificial neural network; generalized additive model; Långsiktig prognostisering; elbehov; topplast; energiplanering; klusteranalys; artificiellt neuralt nätverk; generaliserad tillsatsmodell;

   Abstract : In the context of decarbonizing the electricity generation of French non-interconnected territories, the knowledge of future electricity demand, in particular annual and peak demand in the long-term, is crucial to design new renewable energy infrastructures. So far, these territories, mainly islands located in the Pacific and Indian ocean, relies mainly on fossil fuels powered facilities. READ MORE