Weather Forecasting using R

Authors(3) :-Pritam Sah, Prof. Jayant Adhikari, Prof. Rajesh Babu

In this project, we are using the public data and mining the useful pattern so as to get the appropriate results at the end. R programming is a language for statistical computing and can be used to graphically display the output. Using R programming following statistical works can be done such as linear and nonlinear modelling, clustering, graphical representation of data techniques, classification.. One of the advantage of R's is the way in which well graphically designed graphs on-quality plots can be produced, mathematical symbols and formulae. In this project, we are using 3 algorithms i.e Logistic Regression, Decision Tree, Random Forest to forecast whether Rainfall may occur or not. By using 3 algorithms we are trying to increase the accuracy of weather forecasting.

Authors and Affiliations

Pritam Sah
Tulsiramji Gaikwad Patil College of Engineering and Technology, Wardha Road, Nagpur, Maharashtra, India
Prof. Jayant Adhikari
Tulsiramji Gaikwad Patil College of Engineering and Technology, Wardha Road, Nagpur, Maharashtra, India
Prof. Rajesh Babu
Tulsiramji Gaikwad Patil College of Engineering and Technology, Wardha Road, Nagpur, Maharashtra, India

R programming, Logistic Regression, Decision Tree, Random Forest, weather forecasting.

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Publication Details

Published in : Volume 3 | Issue 5 | May-June 2018
Date of Publication : 2018-06-30
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 967-971
Manuscript Number : CSEIT1835249
Publisher : Technoscience Academy

ISSN : 2456-3307

Cite This Article :

Pritam Sah, Prof. Jayant Adhikari, Prof. Rajesh Babu, "Weather Forecasting using R", International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), ISSN : 2456-3307, Volume 3, Issue 5, pp.967-971, May-June-2018.
Journal URL : http://ijsrcseit.com/CSEIT1835249

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