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Title: :  Prediction of Road Accidents Using Machine Learning Algorithm
PaperId: :  22386
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 1 2024
DUI:    16.0415/IJARIIE-22386
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Bhavyasree NaraAmrita School of Engineering
Nara DhanusreeK L University

Abstract

Computer Engineering
Machine Learning, KNN Algorithm, Severity, Weather
Today, one of the top priorities of governments is road safety. Need to identifying the causes of road accidents has become the primary goal in reducing the damage caused by traffic accidents. Machine learning and data mining concepts are used to recognize the various factors that influence road accidents and their severity. The application uses at Machine Learning algorithms which includes K-Nearest-Neighbor, Decision tree, Random forest, etc make predictions based on various parameters, within all these models KNN gives the best accuracy. This information can be used to analyze future inputs and improve the system's output accuracy. This model can be improved further to send the accident report to the appropriate authorities, such as hospitals, ambulances, and insurance companies, and can thus be very useful in reducing accident fatality rates in the country.

Citations

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IJARIIE Bhavyasree Nara, and Nara Dhanusree. "Prediction of Road Accidents Using Machine Learning Algorithm" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 1 2024 Page 154-160
MLA Bhavyasree Nara, and Nara Dhanusree. "Prediction of Road Accidents Using Machine Learning Algorithm." International Journal Of Advance Research And Innovative Ideas In Education 10.1(2024) : 154-160.
APA Bhavyasree Nara, & Nara Dhanusree. (2024). Prediction of Road Accidents Using Machine Learning Algorithm. International Journal Of Advance Research And Innovative Ideas In Education, 10(1), 154-160.
Chicago Bhavyasree Nara, and Nara Dhanusree. "Prediction of Road Accidents Using Machine Learning Algorithm." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 1 (2024) : 154-160.
Oxford Bhavyasree Nara, and Nara Dhanusree. 'Prediction of Road Accidents Using Machine Learning Algorithm', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 1, 2024, p. 154-160. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Prediction_of_Road_Accidents_Using_Machine__Learning_Algorithm_ijariie22386.pdf (Accessed : 29 April 2025).
Harvard Bhavyasree Nara, and Nara Dhanusree. (2024) 'Prediction of Road Accidents Using Machine Learning Algorithm', International Journal Of Advance Research And Innovative Ideas In Education, 10(1), pp. 154-160IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Prediction_of_Road_Accidents_Using_Machine__Learning_Algorithm_ijariie22386.pdf (Accessed : 29 April 2025)
IEEE Bhavyasree Nara, and Nara Dhanusree, "Prediction of Road Accidents Using Machine Learning Algorithm," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 1, pp. 154-160, Jan-Feb 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Prediction_of_Road_Accidents_Using_Machine__Learning_Algorithm_ijariie22386.pdf [Accessed : 29 April 2025].
Turabian Bhavyasree Nara, and Nara Dhanusree. "Prediction of Road Accidents Using Machine Learning Algorithm." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 1 (29 April 2025).
Vancouver Bhavyasree Nara, and Nara Dhanusree. Prediction of Road Accidents Using Machine Learning Algorithm. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : 29 April 2025]; 10(1) : 154-160. Available from: https://ijariie.com/AdminUploadPdf/Prediction_of_Road_Accidents_Using_Machine__Learning_Algorithm_ijariie22386.pdf
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