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IJNRD
INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
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Impact Factor : 8.76

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Paper Title: Flight Delay Prediction With Error Calculation
Authors Name: Srinidhi Garlapati , Pravalika Ranka , P.Viswas , B.jyothi
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IJNRD_185935
Published Paper Id: IJNRD2301112
Published In: Volume 8 Issue 1, January-2023
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Abstract: Accurately predicting flight delays is fundamental to building a more efficient airline business. An airline's core business is customer satisfaction. Our forecasts are critically important in the decision-making process of all civil aviation stakeholders. Bad weather, mechanical reasons and delayed arrival of the aircraft at the point of origin cause flight delays and customer dissatisfaction. Using flight data and weather data, we propose a prediction model for on-time arrival flights. This project uses machine learning models such as decision tree regression, Bayesian Ridge, random forest regression, and gradient boosting regression to predict whether a particular flight will arrive late.
Keywords: Decision tree regression, Bayesian Ridge, Random forest regression, Gradient Boosting regression.
Cite Article: "Flight Delay Prediction With Error Calculation", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 1, page no.b84-b94, January-2023, Available :http://www.ijnrd.org/papers/IJNRD2301112.pdf
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ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Publication Details: Published Paper ID:IJNRD2301112
Registration ID: 185935
Published In: Volume 8 Issue 1, January-2023
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Page No: b84-b94
Country: Hyderabad, Telangana, India
Research Area: Science & Technology
Publisher : IJ Publication
Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2301112
Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2301112
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
Journal Starting Year (ESTD) : 2016

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