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Published in:

Volume 7 Issue 5
May-2020
eISSN: 2349-5162

Unique Identifier

JETIR2005094

Page Number

659-664

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Title

GUI Application of best traffic route prediction for accident analysis using machine learning algorithm

ISSN

2349-5162

Cite This Article

"GUI Application of best traffic route prediction for accident analysis using machine learning algorithm ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 5, page no.659-664, May-2020, Available :http://www.jetir.org/papers/JETIR2005094.pdf

Abstract

Currently, road transport infrastructure failing to cope up with the exponential increase in vehicular population. To computing the fastest driving routes and accidents in the presence of varying traffic conditions is an essential problem in modern navigation systems. To prevent this problem is to investigate the transport department dataset with machine learning method for finding the best road selection without accident forecasting by prediction results of best accuracy calculations. The analysis of dataset by supervised machine learning technique (SMLT) to capture several information’s like, variable identification, uni-variate analysis, bi-variate and multi-variate analysis, missing value treatments and analyze the data validation, data cleaning/preparing and data visualization will be done on the entire given dataset. Additionally, to compare and discuss the performance of various machine learning algorithms from the given transport department dataset with evaluation of GUI based user interface air quality prediction by given attributes.

Key Words

GUI Application of best traffic route prediction for accident analysis using machine learning algorithm

Cite This Article

"GUI Application of best traffic route prediction for accident analysis using machine learning algorithm ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 5, page no. pp659-664, May-2020, Available at : http://www.jetir.org/papers/JETIR2005094.pdf

Publication Details

Published Paper ID: JETIR2005094
Registration ID: 231341
Published In: Volume 7 | Issue 5 | Year May-2020
DOI (Digital Object Identifier):
Page No: 659-664
ISSN Number: 2349-5162

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Cite This Article

"GUI Application of best traffic route prediction for accident analysis using machine learning algorithm ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 5, page no. pp659-664, May-2020, Available at : http://www.jetir.org/papers/JETIR2005094.pdf




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