Search Results - Extreme Gradient Boosting algorithm (XGBoost) Algorithm

A Tutorial and Use Case Example of the eXtreme Gradient Boosting (XGBoost) Artificial Intelligence Algorithm for Drug Development Applications by Wiens, Matthew, Verone‐Boyle, Alissa, Henscheid, Nick, Podichetty, Jagdeep T., Burton, Jackson

“… This tutorial focuses on the concepts and implementation of the popular eXtreme gradient boosting (XGBoost…”
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Machine learning using the extreme gradient boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients by Romeo, Luca, Moccia, Sara, Bernardini, Michele, Migliorelli, Lucia, Berardini, Daniele, Donati, Abele, Carsetti, Andrea, Bocci, Maria Grazia, Wendel Garcia, Pedro David, Guerci, Philippe, Ince, Can, Frontoni, Emanuele, Hilty, Matthias Peter, Alfaro-Farias, Mario, Vizmanos-Lamotte, Gerardo, Tschoellitsch, Thomas, Aguirre-Bermeo, Hernán, Apolo, Janina, Jurkolow, Geoffrey, Delahaye, Gauthier, Staudacher, Dawid L., David, Sascha, Welte, Tobias, Aslanidis, Theodoros, Korsos, Anita, Babik, Barna, Nikandish, Reza, Nova, Alice, Fogagnolo, Alberto, Ceriani, Roberto, Wu, Maddalena A., Cogliati, Chiara, Colombo, Riccardo, Catena, Emanuele, Turrini, Fabrizio, Simonini, Maria Sole, Fabbri, Silvia, Potalivo, Antonella, Gangitano, Gianfilippo, Antonelli, Massimo, Gommers, Diederik, Rodríguez-García, Raquel, Gámez-Zapata, Jorge, Taboada-Fraga, Xiana, Castro, Pedro, Escós-Orta, Jesús, Martín-Delgado, Maria C., Algaba-Calderon, Angela, Franch-Llasat, Diego, Roche-Campo, Ferran, Lozano-Gómez, Herminia, Zalba-Etayo, Begoña, Michot, Marc P., Klarer, Alexander, Schott, Peter, Merki, Lukas, Lambert, Adriana, Laube, Marcus, Wiegand, Jan, Westphalen, Andrea, Salomon, Petra, Hillgaertner, Frank, Petersen, Lina, Ksouri, Hatem, Sridharan, Govind Oliver, Cereghetti, Sara, Boroli, Filippo, Grazioli, Serge, Rimensberger, Peter C., Bürkle, Christian, Fleisch, Isabelle, Lavanchy, Jerome, Perez, Marie-Helene, Ramelet, Anne-Sylvie, Weber, Anja Baltussen, Christ, Andreas, Ceruti, Samuele, Glotta, Andrea, Marquardt, Katharina, Redecker, Hermann, Moret-Bochatay, Mallory, Brem, Jan, Gehring, Nadine, Selz, Daniela, Kleger, Gian-Reto, Pietsch, Urs, Filipovic, Miodrag, Sepulcri, Michael, Heise, Antje, Laurent, Jean-Christophe, Wendel Garcia, Pedro D., Heuberger, Dorothea, Bühler, Philipp, Brugger, Silvio, Fodor, Patricia, Locher, Pascal, Jovic, Marija, Haberthuer, Christoph, Lussman, Roger F., Colak, Elif

“… We applied the Extreme Gradient Boosting (XGBoost) algorithm to the data to predict as a binary outcome the increase or decrease…”
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Morphometric assessment and soil erosion susceptibility maping using ensemble extreme gradient boosting (XGBoost) algorithm: a study for Hunza-Nagar catchment, Northern Pakistan by Ahmad, Hilal, Yinghua, Zhang, Khan, Majid, Alam, Mehtab, Hameed, Sajid, Basnet, Prabhat Man Sing, Siddique, Aboubakar, Ullah, Zia

“…Soil erosion and groundwater resources are two fundamental global concerns intricately linked through various hydrological and morphometric processes…”
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Improved Marine Predators Algorithm and Extreme Gradient Boosting (XGBoost) for shipment status time prediction by Özdemir, Resul, Taşyürek, Murat, Aslantaş, Veysel

“… The Extreme Gradient Boosting (XGB) and popular ML algorithms were compared for the classification of shipment status prediction first…”
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Behavior-based User Anomaly Detection Scheme for 5G MEC by ZHANG Weicheng, WEI Hongquan, LIU Shuxin, WANG Gengrun

“… is proposed.The user behavior is modeled, One-Hot coding and Mutual Information(MI) are used for data pre-processing and feature selection, and the eXtreme Gradient Boosting(XGBoost…”
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Computation of energy across the type-C piano key weir using gene expression programming and extreme gradient boosting (XGBoost) algorithm by Bansal, Nipun, Singh, Deepak, Kumar, Munendra

“…) and Extreme Gradient Boosting (XGBoost) techniques to examine energy losses throughout the type-C PKW…”
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Hyperspectral Imaging Technology Combined with the Extreme Gradient Boosting Algorithm (XGBoost) for the Rapid Analysis of the Moisture and Acidity Contents in Fermented Grains by Han, Lipeng, Jiang, Xinna, Zhou, Shuyu, Tian, Jianping, Hu, Xinjun, Huang, Dan, Luo, Huibo

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Lung Cancer Classification Using the Extreme Gradient Boosting (XGBoost) Algorithm and Mutual Information for Feature Selection by Zizilia, Regitha, Chrisnanto, Yulison Herry, Abdillah, Gunawan

“… This study aims to evaluate the impact of feature selection using Mutual Information on the performance of lung cancer classification with the XGBoost algorithm…”
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3D excitation-emission matrix (EEM) fluorescence-based efficient detection of cosmetics health risks: comparative AI algorithm and eXtreme Gradient Boosting (XGBoost) implementations by Du, Runbao, Bu, Te, Huang, Zhenchuan, Morley, John Donald, Xing, Yukun, Li, Meixuan, Xu, Hao, Feng, Yuzhang, Zhou, Xinjie, Long, Dan, Jin, Zhengyu

“…: Backpropagation Neural Network (BPNN), Convolutional Neural Network (CNN), Random Forest (RF), and eXtreme Gradient Boosting (XGBoost…”
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Arrhythmia Classification with ECG Signal using Extreme Gradient Boosting (XGBoost) Algorithm by Asmawati, Diah, Arif Sanjani, Lukman, Dimas Renggana, Christiant, Fatichah, Chastine, Mustaqim, Tanzilal

“… potential for errors, so there is a need for automatic ECG classification to detect arrhythmia. This study aims to fill the research gap by creating an ECG classification model to detect arrhythmia using the XGBoost algorithm…”
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An improved cyclic multi model-eXtreme gradient boosting (CMM-XGBoost) forecasting algorithm on the GNSS vertical time series by Li, Zhen, Lu, Tieding, He, Xiaoxing, Montillet, Jean-Philippe, Tao, Rui

“… The eXtreme Gradient Boosting (XGBoost) algorithm is a machine learning algorithm that can evaluate features, and it has a great potential and stability for long-span time series forecasting…”
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Artificial Intelligence for Mangrove Mapping and Monitoring Using Remote Sensing Imagery and Extreme Gradient Boosting (XGBoost) Algorithm with Python by Jamaluddin, Ilham

“… Extreme Gradient Boosting (XGBoost) is one of the supervised machine learning algorithms based on decision trees…”
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Prediction of the 180 day functional outcomes in aneurysmal subarachnoid hemorrhage using an optimized XGBoost model by Zhou, Weichong, Liao, Xingfu, Shi, Hui, Wang, Mingfeng, Xiao, Yunchong, Yu, Xilu, Wu, Yilong, Liu, YanYi, Peng, Yin, Su, Hai

“…). In this study, we developed a predictive model using the extreme gradient boosting (XGBoost) algorithm to guide individualized treatment by combining inflammatory markers and clinical grading…”
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A data-driven framework for lithium-ion battery RUL using LSTM and XGBoost with feature selection via Binary Firefly Algorithm by Jin, Zhao, Li, Xuebin, Qiu, Zhiqiang, Li, Fei, Kong, Erdan, Li, Bo

“…Time-series analysis algorithms have been developed to directly forecast the Remaining Useful Life (RUL…”
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Sonic Log Prediction Based on Extreme Gradient Boosting (XGBoost) Machine Learning Algorithm by Using Well Log Data by Hakam, Abdul, Utama, Widya, Garini, Sherly Ardhya, Jabar, Omar Abdul, Insani, Alif Nurdien Fitrah, Rosandi, Yudi

“… The alternative approach proposed in this research is sonic log prediction based on Extreme Gradient Boosting (XGBoost…”
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XGBoost Machine Learning Algorithm for Prediction of Outcome in Aneurysmal Subarachnoid Hemorrhage by Wang, Ruoran, Zhang, Jing, Shan, Baoyin, He, Min, Xu, Jianguo

“… This study is conducted to develop prognostic model using XGBoost (extreme gradient boosting…”
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Novel framework for image attribute annotation with gene selection XGBoost algorithm and relative attribute model by Zhang, Hongbin, Qiu, Diedie, Wu, Renzhong, Deng, Yixiong, Ji, Donghong, Li, Tao

“… In this paper, we present methods for generating a new hierarchical material attribute representation mechanism using a new-designed feature mid-fusion algorithm and the state-of-the-art relative attribute (RA) model…”
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Predictive Performances of Ensemble Machine Learning Algorithms in Landslide Susceptibility Mapping Using Random Forest, Extreme Gradient Boosting (XGBoost) and Natural Gradient Boosting (NGBoost) by Kavzoglu, Taskin, Teke, Alihan

“… This present work intended to propose natural gradient boosting (NGBoost), a novel member of the ensemble learning family, for modeling landslide susceptibility for Macka County of Trabzon province, Turkey…”
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Assessment of MV XLPE cable aging state based on PSO-XGBoost algorithm by Pan, Qiaosheng, Zhang, Chi, Wei, Xinyuan, Wan, Aode, Wei, Zeping

“…) algorithm and the extreme gradient boosting (XGBoost) algorithm. The XGBoost model is established to assess the cable aging status with the inputs of partial…”
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Implementing Extreme Gradient Boosting (XGBoost) Algorithm in Predicting Solar Irradiance by Obiora, Chibuzor N, Ali, Ahmed, Hasan, Ali N

“…Globally, the consistent clamor by environmentalists for the need to mitigate the effects of climate change has necessitated the adoption of renewable energy…”
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