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Title: :  Analysis and Prediction of IPL Matches
PaperId: :  16922
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 3 2022
DUI:    16.0415/IJARIIE-16922
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Rajat ValechaInderprastha Engineering College,Ghaziabad
Dr. Anjali SinghalInderprastha Engineering College,Ghaziabad
Deepanshi AgarwalInderprastha Engineering College,Ghaziabad
Esha SinghInderprastha Engineering College,Ghaziabad
Ritika MalikInderprastha Engineering College,Ghaziabad

Abstract

Computer Engineering
Cricket prediction, Decision Trees, KNN, SVM, Random Forest, Sports Analysis
One of the most astonishing outside games that arrived at everybody heart is cricket. There are a few series held and one among that made a eminent history in the field of sports is Indian Premier League (IPL). It has arrived at its fame with effective brand on the planet of sports and ordinarily will be directed among 8 groups. This proposed paper is explicitly focusing on institution and estimating the contrast between the models to predict the enthralling group of an IPL match. Information is gotten to by the PC programs created utilizing AI to construct models. At this point, information examination is need for every single fields to inspect the arrangements of information to extricate the helpful data from it and to reach determination and too decide as per the data. The calculation first examinations the information to make a model, explicitly for figuring out the examples or patterns. For making the mining model, the model is streamlined by choosing boundaries and repeating. To separate significant examples and nitty gritty measurements, the boundaries are then taken care of into the dataset. This work centers around finding the significant data about the IPL Teams by utilizing the elements of R Package. R lessens the intricacy of information examination as it shows the examination brings about the type of visual portrayals. The dataset is stacked and a bunch of pre-handling is done followed by include determination. Four AI calculations Decision Tree, Naive Bayes, K-Nearest Neighbor and Random Forest are applied and the outcomes are contrasted with measure the precision, accuracy, review and awareness. The best of the four AI methods is then applied to anticipate the victor and pictures the results as charts.

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IJARIIE Rajat Valecha, Dr. Anjali Singhal, Deepanshi Agarwal, Esha Singh, and Ritika Malik. "Analysis and Prediction of IPL Matches" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 3 2022 Page 3290-3293
MLA Rajat Valecha, Dr. Anjali Singhal, Deepanshi Agarwal, Esha Singh, and Ritika Malik. "Analysis and Prediction of IPL Matches." International Journal Of Advance Research And Innovative Ideas In Education 8.3(2022) : 3290-3293.
APA Rajat Valecha, Dr. Anjali Singhal, Deepanshi Agarwal, Esha Singh, & Ritika Malik. (2022). Analysis and Prediction of IPL Matches. International Journal Of Advance Research And Innovative Ideas In Education, 8(3), 3290-3293.
Chicago Rajat Valecha, Dr. Anjali Singhal, Deepanshi Agarwal, Esha Singh, and Ritika Malik. "Analysis and Prediction of IPL Matches." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 3 (2022) : 3290-3293.
Oxford Rajat Valecha, Dr. Anjali Singhal, Deepanshi Agarwal, Esha Singh, and Ritika Malik. 'Analysis and Prediction of IPL Matches', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, 2022, p. 3290-3293. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Analysis_and_Prediction_of_IPL_Matches_ijariie16922.pdf (Accessed : 13 February 2023).
Harvard Rajat Valecha, Dr. Anjali Singhal, Deepanshi Agarwal, Esha Singh, and Ritika Malik. (2022) 'Analysis and Prediction of IPL Matches', International Journal Of Advance Research And Innovative Ideas In Education, 8(3), pp. 3290-3293IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Analysis_and_Prediction_of_IPL_Matches_ijariie16922.pdf (Accessed : 13 February 2023)
IEEE Rajat Valecha, Dr. Anjali Singhal, Deepanshi Agarwal, Esha Singh, and Ritika Malik, "Analysis and Prediction of IPL Matches," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, pp. 3290-3293, May-Jun 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Analysis_and_Prediction_of_IPL_Matches_ijariie16922.pdf [Accessed : 13 February 2023].
Turabian Rajat Valecha, Dr. Anjali Singhal, Deepanshi Agarwal, Esha Singh, and Ritika Malik. "Analysis and Prediction of IPL Matches." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 3 (13 February 2023).
Vancouver Rajat Valecha, Dr. Anjali Singhal, Deepanshi Agarwal, Esha Singh, and Ritika Malik. Analysis and Prediction of IPL Matches. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : 13 February 2023]; 8(3) : 3290-3293. Available from: https://ijariie.com/AdminUploadPdf/Analysis_and_Prediction_of_IPL_Matches_ijariie16922.pdf
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