RAINFALL PREDICTION USING MACHINE LEARNING

RAINFALL PREDICTION USING MACHINE LEARNING

Dr.R.Prema                                  SATTU SAI BALAJI                   P.CHAITHANYA REDDY

AP/CSE                                        B.E(CSE)                                      B.E(CSE)

SCSVMV University                   SCSVMV University                    SCSVMV University

Kanchipuram                                Kanchipuram                                Kanchipuram

ABSTRACT:

Predicting rainfall is one of the key methods for predicting the weather in any nation. Using our dataset, this research suggests a rainfall prediction model utilizing Multiple Linear Regression (MLR) methods. To more accurately forecast the frequency of rainfall, the input data includes several locations, months, years, and rainfall frequency factors. The parameters used to validate the suggested model are the Mean Square Error (MSE), accuracy, and correlation. The proposed machine learning model outperforms other algorithms in the literature, according to the results.

Keywords:  Accuracy, Multiple Linear Regression, Machine learning, Prediction, Rainfall.