Prediction of Monthly Rainfall of Nainital Region using Artificial Neural Network  (ANN) and Support Vector Machine (SVM)

Deepa Bisht; Mahesh C. Joshi; Ashish Mehta

Prediction of Monthly Rainfall of Nainital Region using Artificial Neural Network (ANN) and Support Vector Machine (SVM)

October 2015

Vol-1, Issue-3

Paper ID: 1254

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Mathematics

Keywords

Rainfall Support Vector Machine (SVM) Artificial Neural Network (ANN)

Abstract

Artificial Neural Network (ANN) and Support Vector Machine (SVM) are the most widely used supervised techniques for data analysis and modeling. In this chapter we used the back propagation neural network model for predicting the average monthly rainfall of Nainital town based on wet bulb, dry bulb, minimum temperature, maximum temperature and wind speed in Nainital town. Our results show that the ANN techniques extremely well with the actual data values as compared to the SVM techniques. From these results we can predict the rainfall for the future.

License

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Author Information

#	Name	Institute / Affiliation
1	Deepa Bisht	D.S.B. Campus, Kumaun University, Nainital, Uttarakhand
2	Mahesh C. Joshi	D.S.B. Campus, Kumaun University, Nainital, Uttarakhand
3	Ashish Mehta	D.S.B. Campus, Kumaun University, Nainital, Uttarakhand

How to Cite

Use the following formats to cite this article in your research.

APA Style

Bisht, Deepa, Joshi, Mahesh C., & Mehta, Ashish (2015). Prediction of Monthly Rainfall of Nainital Region using Artificial Neural Network (ANN) and Support Vector Machine (SVM). International Journal of Advance Research and Innovative Ideas In Education, 1(3), 400-406.

MLA Style

Bisht, Deepa, et al. "Prediction of Monthly Rainfall of Nainital Region using Artificial Neural Network (ANN) and Support Vector Machine (SVM)." International Journal of Advance Research and Innovative Ideas In Education, vol. 1, no. 3, 2015, pp. 400-406.

IEEE Style

Deepa Bisht, Mahesh C. Joshi, and Ashish Mehta, "Prediction of Monthly Rainfall of Nainital Region using Artificial Neural Network (ANN) and Support Vector Machine (SVM)," International Journal of Advance Research and Innovative Ideas In Education, vol. 1, no. 3, pp. 400-406, 2015.

Vancouver Style

Bisht Deepa, Joshi Mahesh C., Mehta Ashish. Prediction of Monthly Rainfall of Nainital Region using Artificial Neural Network (ANN) and Support Vector Machine (SVM). International Journal of Advance Research and Innovative Ideas In Education. 2015;1(3):400-406.

Harvard Style

Bisht, Deepa, Joshi, Mahesh C., & Mehta, Ashish (2015) 'Prediction of Monthly Rainfall of Nainital Region using Artificial Neural Network (ANN) and Support Vector Machine (SVM)', International Journal of Advance Research and Innovative Ideas In Education, 1(3), pp. 400-406.

Chicago Style

Bisht, Deepa, Mahesh C. Joshi, and Ashish Mehta. "Prediction of Monthly Rainfall of Nainital Region using Artificial Neural Network (ANN) and Support Vector Machine (SVM)." International Journal of Advance Research and Innovative Ideas In Education 1, no. 3 (2015): 400-406.

Turabian Style

Bisht, Deepa, Mahesh C. Joshi, and Ashish Mehta. "Prediction of Monthly Rainfall of Nainital Region using Artificial Neural Network (ANN) and Support Vector Machine (SVM)." International Journal of Advance Research and Innovative Ideas In Education 1, no. 3 (2015): 400-406.