As the technology advances, an ample amount of data is collected in sports with the help of advanced sensors. Sports
Analytics is the study of this data to provide a constructive advantage to the team and its players. The game of international
cricket is popular all across the globe. Recently, various machine learning techniques have been used to analyse the cricket
match data and predict the match outcome as win or lose. Generally these models make use of the overall match level statistics
such as teams, venue, average run rate, win margin, etc to predict the match results before the beginning of the match. However,
very few works provide insights based on the ball-by-ball level statistics.