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Our analysis revealed that Random Forest consistently outperformed other models in balancing predictive accuracy and alignment with financial forecasts. Among the tested configurations, the ...

Random Forest: Random Forest is an ensemble of decision trees trained using bagging (bootstrap aggregating). Each tree is trained on a different subset of the data and features. The final prediction ...

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