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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Ichy Lucya Resta

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Open access Jul 2026

Rainfall Prediction Using Random Forest with Synthetic Minority Over-Sampling Technique (SMOTE)

A rainfall prediction model based on machine learning using the Random Forest algorithm optimized with the Synthetic Minority Over-Sampling Technique (SMOTE) to address data imbalance has potential as a decision-support tool for weather-risk mitigation at Tanjung Perak Port.

Sri Bintang Marpaung, Ichy Lucya Resta, T. Aminoto · 0 citations

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