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Boosting algorithms

Implementing machine learning methods with complex survey data: Lessons learned on the impacts of accounting sampling weights in gradient boosting

Nathaniel MacNell, Lydia Feinstein, [ ... ], Darryl C. Zeldin

A machine learning approach for the prediction of pulmonary hypertension

Andreas Leha, Kristian Hellenkamp, [ ... ], Tim Seidler

Yield prediction for crops by gradient-based algorithms

Pavithra Mahesh, Rajkumar Soundrapandiyan

Using machine learning to understand age and gender classification based on infant temperament

Maria A. Gartstein, D. Erich Seamon, [ ... ], Evan M. Jordan

Predicting time to graduation at a large enrollment American university

John M. Aiken, Riccardo De Bin, Morten Hjorth-Jensen, Marcos D. Caballero

The path to international medals: A supervised machine learning approach to explore the impact of coach-led sport-specific and non-specific practice

Michael Barth, Arne Güllich, Christian Raschner, Eike Emrich

Solar energy prediction through machine learning models: A comparative analysis of regressor algorithms

Huu Nam Nguyen, Quoc Thanh Tran, [ ... ], Van Quan Tran

SafeNET: Initial development and validation of a real-time tool for predicting mortality risk at the time of hospital transfer to a higher level of care

Stefanie C. Altieri Dunn, Johanna E. Bellon, [ ... ], Daniel E. Hall

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

Olatomiwa O. Bifarin

Prediction of Outcome in Acute Lower Gastrointestinal Bleeding Using Gradient Boosting

Lakshmana Ayaru, Petros-Pavlos Ypsilantis, [ ... ], Giovanni Montana

Multi-scale encoding of amino acid sequences for predicting protein interactions using gradient boosting decision tree

Chang Zhou, Hua Yu, [ ... ], Xiu-Jun Gong

Actionable absolute risk prediction of atherosclerotic cardiovascular disease based on the UK Biobank

Ajay Kesar, Adel Baluch, [ ... ], Stephen Gilbert

Predicting the number of days in court cases using artificial intelligence

Raphael Souza de Oliveira, Amilton Sales Reis Jr., Erick Giovani Sperandio Nascimento

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