Duckworth-Lewis-Stern Method Comparison with Machine Learning Approach

Authors :: Abbas, Kumail
Haider, Sajjad
Source :: 2019 International Conference on Frontiers of Information Technology (FIT), 2019, pp. 197-1975
Publication Year :: 2021
Abstract: This work presents an analysis of the Duckworth-Lewis-Stern (DLS) method for One Day International (ODI) cricket matches. The accuracy of the DLS method is compared against various supervised learning algorithms for result prediction. The result of a cricket match is predicted during the second inning. The paper also optimized DLS resource table which is used in the Duckworth-Lewis (D/L) formula to increase its predictive power. Finally, an Unpredictability Index is developed that ranks different cricket playing nations according to how unpredictable they are while playing an ODI match.<br />Comment: The paper has been published in the conference of Frontiers of Information Technology 2019

Subjects :: Computer Science - Machine Learning
Statistics - Machine Learning

Database :: arXiv
Journal :: 2019 International Conference on Frontiers of Information Technology (FIT), 2019, pp. 197-1975
Publication Type :: Report
Accession number :: edsarx.2106.00175
Document Type :: Working Paper
Full Text :: https://doi.org/10.1109/FIT47737.2019.00045