GitHub repository: yuhanzha/Baseball_Analysis
Primary language: CSS
Created: 2019-01-05T20:06:59Z
Description: This study aims to construct a classification model for the prediction of award-winning players in order to reveal some potential hidden future baseball stars from a large pool of players. In addition, this study creates a career peak prediction model for the team managers to apply during player selection process in order to predict whether the players have passed their career peak. Furthermore, the study proposes a salary prediction model for the players to evaluate their current contracts on whether they are being underpaid. Lastly, the study performs unsupervised machine learning techniques in categorizing different pitchers. All models result in promising and accurate performances.