Weather Prediction Using Machine Learning
Abstract & Details
Research Area
Computer Science And Enggineering
Keywords
Weather Forecast
Machine Learning Techniques-Naive Bayes Algorithm
Logistic Regression
Data pre-processing
Abstract
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.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Sana Khan | Institute of technology and management |
| 2 | Mani Priya Mishra | Institute of technology and management |
| 3 | Rukaiya Khatoon | Institute of technology and management |
| 4 | Ritika Singh | Institute of technology and management |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Khan, Sana, Mishra, Mani Priya, Khatoon, Rukaiya, & Singh, Ritika (2022). Weather Prediction Using Machine Learning. International Journal of Advance Research and Innovative Ideas In Education, 8(3), 751-755.
MLA Style
Khan, Sana, et al. "Weather Prediction Using Machine Learning." International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 3, 2022, pp. 751-755.
IEEE Style
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, 2022.
Vancouver Style
Khan Sana, Mishra Mani Priya, Khatoon Rukaiya, Singh Ritika. Weather Prediction Using Machine Learning. International Journal of Advance Research and Innovative Ideas In Education. 2022;8(3):751-755.
Harvard Style
Khan, Sana, Mishra, Mani Priya, Khatoon, Rukaiya, & Singh, Ritika (2022) 'Weather Prediction Using Machine Learning', International Journal of Advance Research and Innovative Ideas In Education, 8(3), pp. 751-755.
Chicago Style
Khan, Sana, et al. "Weather Prediction Using Machine Learning." International Journal of Advance Research and Innovative Ideas In Education 8, no. 3 (2022): 751-755.
Turabian Style
Khan, Sana, et al. "Weather Prediction Using Machine Learning." International Journal of Advance Research and Innovative Ideas In Education 8, no. 3 (2022): 751-755.
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