Estimating the compressive strength of selfcompacting concrete with fiber using an extreme gradient boosting model
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This study focuses on optimizing the hyperparameters of the XGB model by a grid search to find an optimal XGB predictive model. In addition, the effect of input parameters on the SCCRF's CS is studied using Shapley Additive exExplanations (SHAP) values technique.
Nội dung trích xuất từ tài liệu:
Estimating the compressive strength of selfcompacting concrete with fiber using an extreme gradient boosting model
Nội dung trích xuất từ tài liệu:
Estimating the compressive strength of selfcompacting concrete with fiber using an extreme gradient boosting model
Tìm kiếm theo từ khóa liên quan:
Compressive strength Self-compacting concrete reinforced with fiber Extreme gradient boosting Shapley Additive exPlanations XGB model's hyperparametersTài liệu liên quan:
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