UGC Approved Journal no 63975(19)

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

Volume 11 Issue 1
January-2024
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2401465


Registration ID:
531799

Page Number

e550-e555

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Title

Weather Prediction Using Machine Learning Algorithms

Abstract

: Predicting the classification of data into a suitable class is a challenging task. It depends on various factors to predict the dependent variables. Since Random Forest and K-nearest neighbor evaluation can be quantified and is simple to use, here proposed a model using Random Forest and K-nearest neighbor to predict events like expected temperature by inputting maximum temperature, minimum temperature, dew point, humidity, and pressure. Which can be used by farmers or by people from all walks of life to make intelligent decisions. This model can be used in machine learning, and further, the proposed model has scope for improvement as more and more relevant attributes can be used in predicting the dependent variable. This system will take this parameter and predict the weather after analyzing the input information. The outcome demonstrated that these algorithmic procedures can be sufficient for weather forecasting. This project is one of the first to compare the performance of K-nearest neighbor and Random forest methods in weather forecasting using machine learning in Python.

Key Words

K Nearest Neighbour, Machine Learning, Random Forest, Weather Forecasting.

Cite This Article

"Weather Prediction Using Machine Learning Algorithms", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.11, Issue 1, page no.e550-e555, January-2024, Available :http://www.jetir.org/papers/JETIR2401465.pdf

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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

"Weather Prediction Using Machine Learning Algorithms", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.11, Issue 1, page no. ppe550-e555, January-2024, Available at : http://www.jetir.org/papers/JETIR2401465.pdf

Publication Details

Published Paper ID: JETIR2401465
Registration ID: 531799
Published In: Volume 11 | Issue 1 | Year January-2024
DOI (Digital Object Identifier): http://doi.one/10.1729/Journal.37625
Page No: e550-e555
Country: Madurai, Tamil Nadu, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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