Abstract: This paper focuses on the comparison of dimensionality reduction effect between LightGBM and XGBoost-FA. With respect to XGBoost, LightGBM can be built in the effect of dimensionality ...

Community driven content discussing all aspects of software development from DevOps to design patterns. Ready to develop your first AWS Lambda function in Python? It really couldn’t be easier. The AWS ...

In forecasting economic time series, statistical models often need to be complemented with a process to impose various constraints in a smooth manner. Systematically imposing constraints and retaining ...

Few things are more frustrating than hearing a clicking sound when you turn the steering wheel, but few things are as serious as the problem behind that noise. Your car’s CV axles play a huge role in ...

Let's be honest, we're all drama queens sometimes. Whether you're texting your bestie you're “literally dying” over the latest celebrity gossip or declaring on social media that Monday mornings are ...

Abstract: The purpose of this study was to confirm the potential of XGBoost as a vascular aging assessment model based on the photoplethysmogram (PPG) features suggested in previous studies, and to ...

Crafting a compelling CV is essential for career advancement, especially for ambitious professionals targeting six-figure salaries. One of the most critical components of a standout CV is the section ...

The job market is evolving rapidly, and with it, so are employer expectations. A well-structured, modern CV can be the key to standing out and securing your next role. As we move into 2025, several ...