Sökning: "ATP tour"

Hittade 2 uppsatser innehållade orden ATP tour.

1. 1. CAN STATISTICAL MODELS BEAT BENCHMARK PREDICTIONS BASED ON RANKINGS IN TENNIS?

   Master-uppsats, Uppsala universitet/Statistiska institutionen

   Författare :William Svensson; [2021]
   Nyckelord :Logistic Regression; Random Forest; XGBoost; ATP tour;

   Sammanfattning : The aim of this thesis is to beat a benchmark prediction of 64.58 percent based on player rankings on the ATP tour in tennis. That means that the player with the best rank in a tennis match is deemed as the winner. Three statistical model are used, logistic regression, random forest and XGBoost. LÄS MER

3. 2. Application and Further Development of TrueSkill™ Ranking in Sports

   Kandidat-uppsats, Uppsala universitet/Avdelningen för systemteknik

   Författare :Julia Ibstedt; Elsa Rådahl; Erik Turesson; Magdalena vande Voorde; [2019]
   Nyckelord :TrueSkill; ranking; machine learning; Gibbs sampling; message passing;

   Sammanfattning : The aim of this study was to explore the ranking model TrueSkill™ developed by Microsoft, applying it on various sports and constructing extensions to the model. Two different inference methods for TrueSkill was constructed using Gibbs sampling and message passing. LÄS MER