Two-Stage Statistical Downscaling Modeling with Multi-Class Random Forest on Rainfall Prediction

Hadiana, Riana and Soleh, Agus Mohamad and Sartono, Bagus (2020) Two-Stage Statistical Downscaling Modeling with Multi-Class Random Forest on Rainfall Prediction. In: Proceedings of the 1st International Conference on Statistics and Analytics, ICSA 2019, 2-3 August 2019, Bogor, Indonesia.

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Abstract

Statistical downscaling (SD) modeling to predict rainfall has been widely used using the General Circulation Model (GCM) output. Based on the previous study, SD modeling to predict rainfall by rainfall grouping (two-stages) gives a smaller Root Mean Squares Error of Prediction (RMSEP) than SD modeli

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 12:53
Last Modified: 17 Apr 2026 12:26
URI: http://eprints.eai.eu/id/eprint/26986

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