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Title: :  METEOROLOGICAL FORBODE USING ADABOOST ALGORITHM
PaperId: :  11695
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 6 Issue 2 2020
DUI:    16.0415/IJARIIE-11695
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Pavithra RAnand Institute of Higher Technology, Tamil Nadu
Ramya BAnand Institute of Higher Technology, Tamil Nadu
Malathi AAnand Institute of Higher Technology, Tamil Nadu

Abstract

Computer Engineering
Big data, ADABOOST Algorithm, WEKA TOOL, Linear Regression
Owing to the increasing evidence of the climatic changes worldwide is becoming the reason to understand a lot more about the weather like what’s going to happen tomorrow or the next day. To forecast the weather, we need to analyse a large set of data’s, therefore use of big data in climatic predictions will provide accurate predicting of seasonal weathering. Big Data is a field to analyse systematically to extract information’s from data sets. In enduring system, a concept of data mining called Linear Regression is used to predict the climate, it doesn’t have a solid software that recovers from a component failure and also leads to immense output fields and consuming vast compute and storage resource. The planned system explored various application domains that could benefit from weather forecasting using big data and ADABOOST Algorithm. The algorithm is a supervised learning that uses both classification and regression challenges with high accuracy and less computation power. WEKA tool is implemented which uses a GUI software and sanctioned with GNU General Public License. It is kind of Create and Load Database with IA-32, X86-64, Java SE platforms. Data volumes and variety are growing at very fast rate and this is becoming a great challenge in weather forecasting, as now difficulty is to mix these data to provide correct forecast. Some examples of these domains include Forecasting solar power for Utility operations, large scale crop production forecasts for global food security, in precision agriculture for future farming and space weather forecasting. In order to know how these applications could impact normal operations this project defines various climate predictions and challenges. In future work, day to day predictions should be implemented with the help of API’s and accuracy should be added for more efficient purposes.

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IJARIIE Pavithra R, Ramya B, and Malathi A. "METEOROLOGICAL FORBODE USING ADABOOST ALGORITHM" International Journal Of Advance Research And Innovative Ideas In Education Volume 6 Issue 2 2020 Page 1172-1179
MLA Pavithra R, Ramya B, and Malathi A. "METEOROLOGICAL FORBODE USING ADABOOST ALGORITHM." International Journal Of Advance Research And Innovative Ideas In Education 6.2(2020) : 1172-1179.
APA Pavithra R, Ramya B, & Malathi A. (2020). METEOROLOGICAL FORBODE USING ADABOOST ALGORITHM. International Journal Of Advance Research And Innovative Ideas In Education, 6(2), 1172-1179.
Chicago Pavithra R, Ramya B, and Malathi A. "METEOROLOGICAL FORBODE USING ADABOOST ALGORITHM." International Journal Of Advance Research And Innovative Ideas In Education 6, no. 2 (2020) : 1172-1179.
Oxford Pavithra R, Ramya B, and Malathi A. 'METEOROLOGICAL FORBODE USING ADABOOST ALGORITHM', International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 2, 2020, p. 1172-1179. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/METEOROLOGICAL_FORBODE_USING_ADABOOST_ALGORITHM_ijariie11695.pdf (Accessed : ).
Harvard Pavithra R, Ramya B, and Malathi A. (2020) 'METEOROLOGICAL FORBODE USING ADABOOST ALGORITHM', International Journal Of Advance Research And Innovative Ideas In Education, 6(2), pp. 1172-1179IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/METEOROLOGICAL_FORBODE_USING_ADABOOST_ALGORITHM_ijariie11695.pdf (Accessed : )
IEEE Pavithra R, Ramya B, and Malathi A, "METEOROLOGICAL FORBODE USING ADABOOST ALGORITHM," International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 2, pp. 1172-1179, Mar-App 2020. [Online]. Available: https://ijariie.com/AdminUploadPdf/METEOROLOGICAL_FORBODE_USING_ADABOOST_ALGORITHM_ijariie11695.pdf [Accessed : ].
Turabian Pavithra R, Ramya B, and Malathi A. "METEOROLOGICAL FORBODE USING ADABOOST ALGORITHM." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 6 number 2 ().
Vancouver Pavithra R, Ramya B, and Malathi A. METEOROLOGICAL FORBODE USING ADABOOST ALGORITHM. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2020 [Cited : ]; 6(2) : 1172-1179. Available from: https://ijariie.com/AdminUploadPdf/METEOROLOGICAL_FORBODE_USING_ADABOOST_ALGORITHM_ijariie11695.pdf
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