Abstract
Dream 11, a popular fantasy sports platform, gives cricket enthusiasts a chance to select a dream team of players and earn rewards. The proposed paper presents a system that would assist users in preparing dream teams for cricket matches. The proposed system introduced a model designed to help the user in selecting ideal teams by applying machine learning techniques. The machine learning model combined cricket data, head-to-head player statistics, and venue-wise data, and then assigned scores to all players from both teams. The system mainly assigned higher weights to the players from the predicted winning team but also considered the performance of key players from the opposing team. The chatbot interface allowed continuous interaction with the user to allow them to gain information about cricket. The system provided an evaluation of the methodology used, and the use of the predictive model, which resulted in displaying player scores for decision-making.
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