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Title: :  Prediction of Monthly Rainfall of Nainital Region using Artificial Neural Network (ANN) and Support Vector Machine (SVM)
PaperId: :  1254
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 1 Issue 3 2015
DUI:    16.0415/IJARIIE-1254
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Deepa BishtD.S.B. Campus, Kumaun University, Nainital, Uttarakhand
Mahesh C. JoshiD.S.B. Campus, Kumaun University, Nainital, Uttarakhand
Ashish MehtaD.S.B. Campus, Kumaun University, Nainital, Uttarakhand

Abstract

Mathematics
Rainfall, Support Vector Machine (SVM), Artificial Neural Network (ANN)
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.

Citations

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IJARIIE 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 Volume 1 Issue 3 2015 Page 400-406
MLA 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 1.3(2015) : 400-406.
APA Deepa Bisht, Mahesh C. Joshi, & Ashish Mehta. (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.
Chicago 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 1, no. 3 (2015) : 400-406.
Oxford 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, 2015, p. 400-406. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Prediction_of_Monthly_Rainfall_of_Nainital_Region_using_Artificial_Neural_Network___ANN__and_Support_Vector_Machine__SVM__ijariie1254_volume_1_13_page_400_406.pdf (Accessed : 04 October 2024).
Harvard Deepa Bisht, Mahesh C. Joshi, and Ashish Mehta. (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. 400-406IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Prediction_of_Monthly_Rainfall_of_Nainital_Region_using_Artificial_Neural_Network___ANN__and_Support_Vector_Machine__SVM__ijariie1254_volume_1_13_page_400_406.pdf (Accessed : 04 October 2024)
IEEE 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, Jul-Aug 2015. [Online]. Available: https://ijariie.com/AdminUploadPdf/Prediction_of_Monthly_Rainfall_of_Nainital_Region_using_Artificial_Neural_Network___ANN__and_Support_Vector_Machine__SVM__ijariie1254_volume_1_13_page_400_406.pdf [Accessed : 04 October 2024].
Turabian 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 [Online]. volume 1 number 3 (04 October 2024).
Vancouver 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 [Internet]. 2015 [Cited : 04 October 2024]; 1(3) : 400-406. Available from: https://ijariie.com/AdminUploadPdf/Prediction_of_Monthly_Rainfall_of_Nainital_Region_using_Artificial_Neural_Network___ANN__and_Support_Vector_Machine__SVM__ijariie1254_volume_1_13_page_400_406.pdf
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