Students’ performance dataset for using machine learning technique in physics education research
Ethics statementsThe research conducts applied in this study has been reviewed and approved by the ethics committee at the Institute...
research
Comparison of methods for tuning machine learning model hyper-parameters: with application to predicting high-need high-cost health care users | BMC Medical Research Methodology
Extreme gradient boosting modelOur study focused on tuning the hyper-parameters of an extreme gradient boosting model for predicting a binary...
Research and application of deep learning object detection methods for forest fire smoke recognition
Evaluation and analysis of loss functionsIn object detection tasks, model performance is typically assessed through the comprehensive optimization of multiple...
Application of causal forests to randomised controlled trial data to identify heterogeneous treatment effects: a case study | BMC Medical Research Methodology
Trial SummaryWe used data from the VANISH trial, which was a 2 × 2 factorial trial including 408 randomised patients which compared...
Research results announced that ‘college graduates live about seven years longer than high school graduates’
Feb 20, 2025 07:00:00 Previous research has shown that wealth disparities and where you live have a significant impact on...
Machine learning approach leads to a ‘living systematic map’ of climate policy research
The geographic distribution of climate policy literature. Credit: npj Climate Action (2025). DOI: 10.1038/s44168-024-00196-0 Research on climate policy is growing...
