3.8 Proceedings Paper

Comparison of Adaline and Multiple Linear Regression Methods for Rainfall Forecasting

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IOP PUBLISHING LTD
DOI: 10.1088/1742-6596/953/1/012046

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Funding

  1. DIPA Politeknik Negeri Bali Sp [Dipa-042.01.2.401006/2017]

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Heavy rainfall can cause disaster, therefore need a forecast to predict rainfall intensity. Main factor that cause flooding is there is a high rainfall intensity and it makes the river become overcapacity. This will cause flooding around the area. Rainfall factor is a dynamic factor, so rainfall is very interesting to be studied. In order to support the rainfall forecasting, there are methods that can be used from Artificial Intelligence (AI) to statistic. In this research, we used Adaline for AI method and Regression for statistic method. The more accurate forecast result shows the method that used is good for forecasting the rainfall. Through those methods, we expected which is the best method for rainfall forecasting. here.

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