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Title: :  Weather Prediction Using Machine Learning
PaperId: :  16638
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 3 2022
DUI:    16.0415/IJARIIE-16638
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Sana KhanInstitute of technology and management
Mani Priya MishraInstitute of technology and management
Rukaiya KhatoonInstitute of technology and management
Ritika SinghInstitute of technology and management

Abstract

Computer Science And Enggineering
Weather Forecast, Machine Learning Techniques-Naive Bayes Algorithm, Logistic Regression, Data pre-processing
In this research paper, we have research on the machine learning technique to prediction of weather with much accurate. Ins this research process we have used following parameters to predict weather: temperature, rainfall, evaporation, sunshine, speed, wind direction, cloud, humidity and size of datasets. This research aims to compare the performance of many machine learning algorithms for predicting weather using weather data. From the collected weather dataset which contains some weather attributes, which are most relevant for weather prediction. In this review, various Machine Learning Techniques have used which includes Naive Bayes Algorithm, Logistic Regression. The results show that the Naive Bayes algorithm has given good level of accuracy than other algorithms.

Citations

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IJARIIE Sana Khan, Mani Priya Mishra, Rukaiya Khatoon, and Ritika Singh. "Weather Prediction Using Machine Learning" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 3 2022 Page 751-755
MLA Sana Khan, Mani Priya Mishra, Rukaiya Khatoon, and Ritika Singh. "Weather Prediction Using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 8.3(2022) : 751-755.
APA Sana Khan, Mani Priya Mishra, Rukaiya Khatoon, & Ritika Singh. (2022). Weather Prediction Using Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education, 8(3), 751-755.
Chicago Sana Khan, Mani Priya Mishra, Rukaiya Khatoon, and Ritika Singh. "Weather Prediction Using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 3 (2022) : 751-755.
Oxford Sana Khan, Mani Priya Mishra, Rukaiya Khatoon, and Ritika Singh. 'Weather Prediction Using Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, 2022, p. 751-755. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Weather_Prediction_Using_Machine_Learning_ijariie16638.pdf (Accessed : 15 May 2022).
Harvard Sana Khan, Mani Priya Mishra, Rukaiya Khatoon, and Ritika Singh. (2022) 'Weather Prediction Using Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, 8(3), pp. 751-755IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Weather_Prediction_Using_Machine_Learning_ijariie16638.pdf (Accessed : 15 May 2022)
IEEE Sana Khan, Mani Priya Mishra, Rukaiya Khatoon, and Ritika Singh, "Weather Prediction Using Machine Learning," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, pp. 751-755, May-Jun 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Weather_Prediction_Using_Machine_Learning_ijariie16638.pdf [Accessed : 15 May 2022].
Turabian Sana Khan, Mani Priya Mishra, Rukaiya Khatoon, and Ritika Singh. "Weather Prediction Using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 3 (15 May 2022).
Vancouver Sana Khan, Mani Priya Mishra, Rukaiya Khatoon, and Ritika Singh. Weather Prediction Using Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : 15 May 2022]; 8(3) : 751-755. Available from: https://ijariie.com/AdminUploadPdf/Weather_Prediction_Using_Machine_Learning_ijariie16638.pdf
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