UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 7 Issue 8
August-2020
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2008052


Registration ID:
235849

Page Number

408-411

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Title

Accident Risk Prediction Based On Machine Learning

Abstract

As per the Indian Government data approximately 1.51 lakh people lost their life in road accidents in 2019, which means every year approximately 2,32,140 people die in India due to road accident. Indian roads witnessed more accidents on bright sunny days as compared to rainy or foggy days in 2019 according to Indian Government data. The main objective of this paper proposes to decrease the number of road accidents caused due to weather conditions. This system analyzes the amount of risk in terms of percentage present in that particular area based on the present weather conditions and previously collected dataset. This system detects current weather conditions using google weather API. Also the system uses logistic regression algorithm to determine the amount of risk in terms of percentage present in the particular area. The logistic regression algorithm shows a better performance with 90 percent of accuracy

Key Words

road accidents, deaths, risk factors, google weather API, logistic regression.

Cite This Article

"Accident Risk Prediction Based On Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 8, page no.408-411, August-2020, Available :http://www.jetir.org/papers/JETIR2008052.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Accident Risk Prediction Based On Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 8, page no. pp408-411, August-2020, Available at : http://www.jetir.org/papers/JETIR2008052.pdf

Publication Details

Published Paper ID: JETIR2008052
Registration ID: 235849
Published In: Volume 7 | Issue 8 | Year August-2020
DOI (Digital Object Identifier):
Page No: 408-411
Country: Bangalore, Karnataka, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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