Cricket: Winning and Score Prediction (WASP) Model
The score prediction model (left gadget) predicts the score to be made in the first innings given the performance so far (balls bowled, runs made and wickets fallen). The model is an implementation of the existing WASP model (check here). Dataset used can be downloaded using this link. A report containing explanation of the dynamic programming model is also attached below (First Innings.pdf) for your reference.
The winning probability prediction model (right gadget) calculates the probability that the required runs will be chased by the team batting in the second innings using an interesting dynamic programming model. The entire mathematical foundation can be found in the report attached below (Second Innings.pdf). The model does not perform very well under extreme conditions due to scarcity of data points corresponding to such cases. Dataset used can be downloaded using this link. Note that this is not an implementation of the WASP model and is a novel approach.
Score Prediction - First Innings
Winning Probability Prediction - Second Innings