Prediction of Rainfall Analysis Using Logistic Regression and Support Vector Machine

Author:

Praveena R,Babu T R Ganesh,Birunda M,Sudha G,Sukumar P,Gnanasoundharam J

Abstract

Abstract Rainfall prediction has a major effect on human civilization and is one of the most difficult, unpredictable activities. Precise and accurate predictions will help to rising human and financial risks pro-actively. This work presents a current supervised learning models of machine learning to focused on the Rainfall Prediction. Rainfall is also a significant issue in the planet because it impacts any single aspects that relies on the human being. Unpredictable and reliable estimation of rainfall is a challenging job today. In this work, gives a maximum outcome and a stronger forecast for rainfall using logistic regression and support Vector Machine (SVM) classifier for better prediction.

Publisher

IOP Publishing

Subject

Computer Science Applications,History,Education

Reference20 articles.

1. Rainfall prediction using artificial neural networks;Lee;Journal of geographic information and Decision Analysis,1998

2. Monthly rainfall prediction using wavelet neural network analysis;Ramana;Water resources management,2013

3. All India summer monsoon rainfall prediction using an artificial neural network;Sahai;Climate dynamics,2000

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1. Real-Time Rainfall Prediction in Kathmandu, Kapan Area using Sensor Data with Machine Learning and Linear Regression;Journal of Soft Computing Paradigm;2023-09

2. IoT-Enabled Weather Monitoring and Rainfall Prediction using Machine Learning Algorithm;2023 Second International Conference on Augmented Intelligence and Sustainable Systems (ICAISS);2023-08-23

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