Parametric Analysis of a Cricketer’s Performance using Machine Learning Approach

This paper aimed to suggest the appropriate way to analyze the performance related to cricket players based on some predominant parameters such as batting, bowling, fielding, and overall contribution to the team success. In order to fetch the good result and success in cricket match, it is important to select the best players for the match. This is considered to be one of the crucial decision successful match outcomes. Eventually right actions and right decisions leads to success. These actions and decisions can be made through perfect selection of the machine learning algorithms with correct data sets and accurate attributes as well. This study makes recommendations for the best data source, approximate properties, and machine learning techniques. This paper aims to identify the factors that contribute to good performance and to provide insights that can be used by coaches and selectors in identifying and developing talented players.