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Rainfall Prediction Using Logistic Regression Technique


Affiliations
1 Mother Teresa Women's University, Kodaikanal, India
2 Dept. of Computer Science, Chikkanna Government Arts College, Tirupur - 2., India
     

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Data mining is the process of efficient discovery, extracting or mining of knowledge from voluminous amount of data. It extracts hidden predictive information and it is a powerful new technology with great caliber, scope and potential to help in the process of data analysis and for making wise decisions. The increasing demand for accurate weather prediction here rainfall prediction is the need of the hour. This paper concentrates on Meteorological data mining, which focuses on mining meteorological data to give prediction. As a pilot study we sampled the model on existing rainfall data set to predict whether there was rainfall or not using Logistic regression technique.


Keywords

Data Mining, Regression, Logistic Regression Technique, Rapidminer.
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  • Rainfall Prediction Using Logistic Regression Technique

Abstract Views: 211  |  PDF Views: 1

Authors

A. Geetha
Mother Teresa Women's University, Kodaikanal, India
G. M. Nasira
Dept. of Computer Science, Chikkanna Government Arts College, Tirupur - 2., India

Abstract


Data mining is the process of efficient discovery, extracting or mining of knowledge from voluminous amount of data. It extracts hidden predictive information and it is a powerful new technology with great caliber, scope and potential to help in the process of data analysis and for making wise decisions. The increasing demand for accurate weather prediction here rainfall prediction is the need of the hour. This paper concentrates on Meteorological data mining, which focuses on mining meteorological data to give prediction. As a pilot study we sampled the model on existing rainfall data set to predict whether there was rainfall or not using Logistic regression technique.


Keywords


Data Mining, Regression, Logistic Regression Technique, Rapidminer.