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Application of Gradient Boosting Machine Learning Algorithms to Predict Uniaxial Compressive Strength of Soft Sedimentary Rocks at Thar Coalfield
Published 2021-01-01“…According to the results, the XGBoost algorithm outperformed the GBR, Catboost, and LightGBM with coefficient of correlation (R2) = 0.99, mean absolute error (MAE) = 0.00062, mean square error (MSE) = 0.0000006, and root mean square error (RMSE) = 0.00079 in the training phase and R2 = 0.99, MAE = 0.00054, MSE = 0.0000005, and RMSE = 0.00069 in the testing phase. …”
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The Controlling Factors and Prediction of Deep-Water Mass Transport Deposits in the Pliocene Qiongdongnan Basin, South China Sea
Published 2024-11-01“…The area under the curve mean value is 0.9849, indicating that the model was effective and stable. …”
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Research on the Application of Acoustic Far Detection Technology in Relief Well
Published 2024-04-01“…Relief well is an effective technical means to control the accident well, and it needs to accurately detect the location of the accident well in the implementation process. …”
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Semantic Differential For Evaluation of Educational Pathway of Personality
Published 2018-10-01“…The following components make up a system of meanings and attitudes to the educational pathway: implementation conditions, formation mechanisms, management forms, mapping (as a form of the technique and research results representation), individual character, innovative nature of the educational pathway of a personality. …”
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THE SOURCES OF COMPETITIVE ADVANTAGES OF ELECTRIC SCOOTER SHARING SERVICES
Published 2019-11-01“…Moreover, there are already well-based hopes for a full-scale revolution of micro-mobility, as the development of small means of mobility in urban environments becomes both irresistible and irreversible. …”
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E-Monitoring Instalasi Pengolahan Air Limbah Pelabuhan Perikanan Nusantara Kejawanan Menggunakan Metode Agile Scrum
Published 2024-07-01“…Based on the functional suitability aspect, the system created has 100% working features which means the system can run well. Based on the usability aspect, this system gets 90.67% of the questionnaire results, which means that users state that this e-monitoring system is very feasible to use. …”
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Deep well as a facility for on-line hydraulic studies of the stress state of the rock mass in fluid-saturated fractured reservoirs
Published 2019-09-01“…If an incomprehensive geological model is used for production planning with a lack ofa well-based approach to the development of a carbonate reservoir, design well flow rates may not be achieved, the field reserve coverage will be reduced and, consequently, the oil recovery ratio will be lower. …”
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