1 publication

• Published Subscription 6 Aug 2019

  Rainfall Forecasting Using Optimized Support Vector Regression Technique

  By Amitabha Nath, Sushweta Kar, Goutam Saha

  Abstract: Abstract—Rainfall prediction has been an important area of research in the field of hydrology. In this article an attempt is made to apply Support vector regression (SVR) in annual rainfall forecasting and comparing its performance with other models like Random forest regression (RFR) and Artificial Neural Network (ANN) model. This study proposes an approach by combining grid search technique with SVR model. Grid search technique carefully tunes the SVR’s hyper …

  Published in Journal of Web Engineering & Technology · Vol. 6, Issue 2, 2019 · pp. 29–33 Read article →