Predicting Earthquake Magnitudes in Indonesia: Exploring the Potential of the Prophet Algorithm
Susi Nurindahsari,
Slamet Wiyono,
Dairoh
Abstract:Research on earthquakes has been extensively conducted by previous studies using various methods and specific discussions. Similarly, research to predict the magnitude of earthquakes that will occur in the future has also been conducted. This study employs the Prophet algorithm to test its capability in predicting a case study's magnitude using data with numerous missing values and outliers. The study is conducted without transformation and with Box-Cox and log-transformations. Transformations are applied to h… Show more
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