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Title: :  Prediction of Rainfall using Machine Learning algorithms
PaperId: :  25040
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 5 2024
DUI:    16.0415/IJARIIE-25040
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
P.RamkumarSri Sairam College of Engineering
Reji ThomasSri Sairam College of Engineering

Abstract

Computer Science and Engineering
Machine Learning, Classification algorithms Rainfall Prediction system
One of the pillars of the Indian economy is the agricultural sector. Even while rainfall is crucial for farmers, predicting it has become a huge challenge in recent years. If farmers can accurately estimate when it will rain, they may better plan their crops and avoid problems. Alterations to the weather are being hastened by global warming, which is having devastating effects on both humans and the natural world. Because of the warming air and rising sea levels, floods are becoming more common and drought is becoming more common in farmed fields. Bad climate change causes excessive rainfall that is neither seasonal nor appropriate. The ability to forecast precipitation is a powerful tool for understanding weather patterns. The overarching goal of this research is to help clients in the agricultural, research, and power generation sectors, among others, understand the importance of climate change and the parameters that influence it, such as temperature, humidity, precipitation, wind speed, and rainfall projections. It is difficult to forecast rainfall because it is also dependent on geographic regions. Machine learning, a dynamic branch of artificial intelligence, aids in weather prediction. In order to forecast the weather, this study will use a dataset with several attributes from the UCI repository. Building a more accurate method for predicting rainfall using Machine Learning classification algorithms is the primary goal of this research.

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IJARIIE P.Ramkumar, and Reji Thomas. "Prediction of Rainfall using Machine Learning algorithms" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 5 2024 Page 874-878
MLA P.Ramkumar, and Reji Thomas. "Prediction of Rainfall using Machine Learning algorithms." International Journal Of Advance Research And Innovative Ideas In Education 10.5(2024) : 874-878.
APA P.Ramkumar, & Reji Thomas. (2024). Prediction of Rainfall using Machine Learning algorithms. International Journal Of Advance Research And Innovative Ideas In Education, 10(5), 874-878.
Chicago P.Ramkumar, and Reji Thomas. "Prediction of Rainfall using Machine Learning algorithms." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 5 (2024) : 874-878.
Oxford P.Ramkumar, and Reji Thomas. 'Prediction of Rainfall using Machine Learning algorithms', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 5, 2024, p. 874-878. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Prediction_of_Rainfall_using_Machine_Learning_algorithms_ijariie25040.pdf (Accessed : 11 August 2025).
Harvard P.Ramkumar, and Reji Thomas. (2024) 'Prediction of Rainfall using Machine Learning algorithms', International Journal Of Advance Research And Innovative Ideas In Education, 10(5), pp. 874-878IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Prediction_of_Rainfall_using_Machine_Learning_algorithms_ijariie25040.pdf (Accessed : 11 August 2025)
IEEE P.Ramkumar, and Reji Thomas, "Prediction of Rainfall using Machine Learning algorithms," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 5, pp. 874-878, Sep-Oct 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Prediction_of_Rainfall_using_Machine_Learning_algorithms_ijariie25040.pdf [Accessed : 11 August 2025].
Turabian P.Ramkumar, and Reji Thomas. "Prediction of Rainfall using Machine Learning algorithms." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 5 (11 August 2025).
Vancouver P.Ramkumar, and Reji Thomas. Prediction of Rainfall using Machine Learning algorithms. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : 11 August 2025]; 10(5) : 874-878. Available from: https://ijariie.com/AdminUploadPdf/Prediction_of_Rainfall_using_Machine_Learning_algorithms_ijariie25040.pdf
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