A steel property optimization model based on the XGBoost algorithm and improved PSO
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DOI: 10.1016/j.commatsci.2019.109472
Abstract: Abstract Exploring the relationships between the properties of steels and their compositions and manufacturing parameters is extremely crucial and indispensable to understanding the science of materials, and subsequently developing new materials. Tensile strength and plasticity,… read more here.
Keywords: algorithm improved; optimization model; xgboost algorithm; model ... See more keywords
Construction of Prediction Model of Deep Vein Thrombosis Risk after Total Knee Arthroplasty Based on XGBoost Algorithm
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DOI: 10.1155/2022/3452348
Abstract: Objective Based on the XGBoost algorithm, the prediction model of the risk of deep vein thrombosis (DVT) in patients after total knee arthroplasty (TKA) was established, and the prediction performance was compared. Methods A total… read more here.
Keywords: prediction model; xgboost algorithm; model; based xgboost ... See more keywords
Prediction Model of Postoperative Severe Hypocalcemia in Patients with Secondary Hyperparathyroidism Based on Logistic Regression and XGBoost Algorithm
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DOI: 10.1155/2022/8752826
Abstract: Objective A predictive model was established based on logistic regression and XGBoost algorithm to investigate the factors related to postoperative hypocalcemia in patients with secondary hyperparathyroidism (SHPT). Methods A total of 60 SHPT patients who… read more here.
Keywords: logistic regression; xgboost algorithm; based logistic; model ... See more keywords
The simplicity of XGBoost algorithm versus the complexity of Random Forest, Support Vector Machine, and Neural Networks algorithms in urban forest classification
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DOI: 10.12688/f1000research.124604.1
Abstract: Background: The availability of urban forest is under serious threat, especially in developing countries where urbanization is taking place rapidly. Meanwhile, there are many classifier algorithms available to monitor the extent of the urban forest.… read more here.
Keywords: vector machine; support vector; xgboost algorithm; forest support ... See more keywords
Preliminary prediction of semen quality based on modifiable lifestyle factors by using the XGBoost algorithm
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DOI: 10.3389/fmed.2022.811890
Abstract: Introduction Semen quality has decreased gradually in recent years, and lifestyle changes are among the primary causes for this issue. Thus far, the specific lifestyle factors affecting semen quality remain to be elucidated. Materials and… read more here.
Keywords: semen quality; quality; xgboost algorithm; lifestyle factors ... See more keywords