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Issue 1 (March)

Vol. 4 (2025), JRE

1 article

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Open Access Journal Article
Decoding the Puzzle of Joblessness: Machine Learning Predicts Unemployment Trends in the Americas
by Diego Vallarino
JRE  2025 4(1):17; 10.58567/jre04010001 - 15 March 2025
Abstract
This study investigates the efficacy of diverse machine learning survival models, including Cox, Kernel SVM, DeepSurv, Survival Random Forest, and MTLR models, employing the concordance index to assess their predictive abilities. The primary objective of this research is to identify the most accurate model for forecasting the time it takes for a country to witness a 10% surge i [...] Read more
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