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An interpretable predictive model for bank customers’ income using the eXtreme Gradient Boosting algorithm and the SHAP method: a case study of an Anonymous Chilean Bank
Salas, Patricio, Sáez, Patricio, Marchant, Vicente
Published in Research in statistics (Philadelphia, Pa.) (31.12.2024)
Published in Research in statistics (Philadelphia, Pa.) (31.12.2024)
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Journal Article
Predicting response to anti-VEGF therapy in neovascular age-related macular degeneration using random forest and SHAP algorithms
Zhang, Peng, Duan, Jialiang, Wang, Caixia, Li, Xuejing, Su, Jing, Shang, Qingli
Published in Photodiagnosis and photodynamic therapy (01.06.2025)
Published in Photodiagnosis and photodynamic therapy (01.06.2025)
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Journal Article
A SHAP algorithm-based prediction of the interlaminar shear strength degradation of G/BFRP bars embedded in concrete exposed to marine environment
Zhao, Xuan, Zhang, Pei-Fu, Zhao, Qi, Zhang, Daxu, Tuerxunmaimaiti, Yiliyaer, Cao, Heng
Published in Case Studies in Construction Materials (01.07.2025)
Published in Case Studies in Construction Materials (01.07.2025)
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Journal Article
Critical role of vegetation and human activity indicators in the prediction of shallow groundwater quality distribution in Jianghan Plain with LightGBM algorithm and SHAP analysis
Xiong, Hanxiang, Wang, Jinghan, Yang, Chi, Li, Shuyi, Li, Xiaobo, Xiong, Ruihan, Wang, Yuzhou, Ma, Chuanming
Published in Chemosphere (Oxford) (01.05.2025)
Published in Chemosphere (Oxford) (01.05.2025)
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Journal Article
A hybrid approach for modeling bicycle crash frequencies: Integrating random forest based SHAP model with random parameter negative binomial regression model
Ding, Hongliang, Wang, Ruiqi, Chen, Tiantian, Sze, N.N., Chung, Hyungchul, Dong, Ni
Published in Accident analysis and prevention (01.12.2024)
Published in Accident analysis and prevention (01.12.2024)
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Journal Article
Early detection of squamous cell carcinoma of the oral tongue using multidimensional plasma protein analysis and interpretable machine learning
Gu, Xiaolian, Salehi, Amir, Wang, Lixiao, Coates, Philip J., Sgaramella, Nicola, Nylander, Karin
Published in Journal of oral pathology & medicine (01.08.2023)
Published in Journal of oral pathology & medicine (01.08.2023)
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Journal Article
A novel machine learning method for evaluating the impact of emission sources on ozone formation
Cheng, Yong, Huang, Xiao-Feng, Peng, Yan, Tang, Meng-Xue, Zhu, Bo, Xia, Shi-Yong, He, Ling-Yan
Published in Environmental pollution (1987) (01.01.2023)
Published in Environmental pollution (1987) (01.01.2023)
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Journal Article
Prediction and optimization of flue pressure in sintering process based on SHAP
Wang, Mingyu, Tang, Jue, Chu, Mansheng, Shi, Quan, Zhang, Zhen
Published in International journal of minerals, metallurgy and materials (01.02.2025)
Published in International journal of minerals, metallurgy and materials (01.02.2025)
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Journal Article
A study in determining indicators of food-insecure households using SHAP and Boruta SHAP
Mindiyarti, Nidia, Sartono, Bagus, Indahwati, Hadi, Alfian Futuhul, Ramadhani, Evi
Published in AIP conference proceedings (25.05.2023)
Published in AIP conference proceedings (25.05.2023)
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Journal Article
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