Weather Forecasting using R

Abstract

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.