(RK). The analysis applies machine learning techniques: decision tree regression is used to visualize variable …

This study evaluates the predictive performance of four models-Decision Tree, Random Forest, Prophet, and LSTM …. While both Decision Tree and Random Forest models yielded lower absolute errors compared to LSTM and Prophet, the Decision … Tree model demonstrated superior relative accuracy, outperforming Random Forest by approximately 91.8% on the USWC route …

. This change in investment decision uses decision tree analysis, where real options are developed as decision nodes, and …