Strength prediction of concrete-filled steel tubular columns using Categorical Gradient Boosting algorithm

•Categorical gradient Boosting (CatBoost) is presented to predict the strength of concrete-filled steel tubular columns.•A total of 3103 tests, which is divided in four datasets, is collected to train and test the learners•The comparison of the present results and those from the code predictions sho...

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