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Decision tree learning

Examining influencing factors of express delivery stations’ spatial distribution using the gradient boosting decision trees: A case study of Nanjing, China

Qianhui He, Shijie Sun

Towards an objective theory of subjective liking: A first step in understanding the sense of beauty

S. Mazzacane, M. Coccagna, [ ... ], G. Sciavicco

Developing interpretable machine learning-Shapley additive explanations model for unconfined compressive strength of cohesive soils stabilized with geopolymer

Anh Quan Ngo, Linh Quy Nguyen, Van Quan Tran

Predicting congenital syphilis cases: A performance evaluation of different machine learning models

Igor Vitor Teixeira, Morgana Thalita da Silva Leite, [ ... ], Patricia Takako Endo

Using Artificial Intelligence (AI) to predict organizational agility

Niusha Shafiabady, Nick Hadjinicolaou, [ ... ], James Vakilian

Interpretable machine learning with tree-based shapley additive explanations: Application to metabolomics datasets for binary classification

Olatomiwa O. Bifarin

A novel performance scoring quantification framework for stress test set-ups

Tal Kozlovski, Jeffrey M. Hausdorff, [ ... ], Yoav Benjamini

Predicting microbe organisms using data of living micro forms of life and hybrid microbes classifier

Ali Raza, Furqan Rustam, [ ... ], Imran Ashraf

Multi-disturbance identification from mine wind-velocity data based on MSSW and WPT-GBDT

Wentian Shang, Lijun Deng, Jian Liu, Yukai Zhou

Expected goals in football: Improving model performance and demonstrating value

James Mead, Anthony O’Hare, Paul McMenemy

Classification of truck-involved crash severity: Dealing with missing, imbalanced, and high dimensional safety data

Seyed Iman Mohammadpour, Majid Khedmati, Mohammad Javad Hassan Zada

Machine learning estimation of crude oil viscosity as function of API, temperature, and oil composition: Model optimization and design space

Daihong Li, Xiaoyu Zhang, Qian Kang

Energy consumption prediction using the GRU-MMattention-LightGBM model with features of Prophet decomposition

Shaokun Liang, Tao Deng, [ ... ], Xuchu Jiang

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