Forecasting Baseball
نویسنده
چکیده
Forecasts for the outcome of sporting events are coveted by nearly everyone in the sporting world. In this paper, a number of machine learning algorithms for predicting the outcome of baseball games are explored, using both classification and regression approaches.
منابع مشابه
Compensation of a Manager: The Case of Major League Baseball
In this paper, we are interested in the informational value of Major League Baseball (MLB) managerial compensation on a team’s performance. Using data on manager’s contracts, team performance, and team and manager characteristics, first, we determine the variables that influence a manager's salary. Then, we use a forecasting-type analysis to study the determinants of a manager’s performance, me...
متن کاملAnticipation in Baseball: Differences in Using Spatial Cues between Skilled and Novice Players
The purpose of this investigation was to examine the differences between novice and skilled baseball players to anticipate the type of ball being pitched and to specify the players’ dependence on distributed or local kinematic spatial cues. Male baseball players (N= 15; Mage: 27.73 ± 6.28 years; baseball experience: 7.90 ± 5.69 years) and novices (N= 15; Mage: 23.10 ± 5.68 years; no playing exp...
متن کاملLearning, Visualizing, and Exploiting a Model for the Intrinsic Value of a Batted Ball
We present an algorithm for learning the intrinsic value of a batted ball in baseball. This work addresses the fundamental problem of separating the value of a batted ball at contact from factors such as the defense, weather, and ballpark that can affect its observed outcome. The algorithm uses a Bayesian model to construct a continuous mapping from a vector of batted ball parameters to an intr...
متن کاملEpidemiology of Shoulder and Elbow Injuries in Iranian Baseball Premier League
Background: Baseball is a team sport that has a total of nine main players and includes explosive, endurance, and strength movements that can cause multiple injuries over a season due to repetitive movements, long training, and competition. The purpose of the present study was to investigate the epidemiology of shoulder and elbow injuries in Iranian Premier League baseball players. Methods: 79...
متن کاملThe Effects of Two Types of Training on the Physical Ability of University Baseball Players
Background. Training in any sport aims to maximize athletes’ physical capacity. Objectives. This study aimed to determine the effects of two training programs, functional training, and weight training, on the physical capacity of university baseball players. Methods. The participants included 10 university baseball players, divided into the functional training group (FTG, n=5) and the weight ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2012