... limiting prediction accuracy and interpretability. This study proposes an accurate and interpretable prediction framework to address these limitations. Design/methodology/approach Actual data from 30 completed apartment structural work projects were analyzed. Five filter-based feature selection methods...

... and testing. Findings The paper provided a comprehensive forecasting framework for productivity estimation including feature selection, data processing and model evaluation. The optimal coefficient of determination (R²) of four algorithms were all above 80.0%, indicating...