DecTree v1.0 – chemistry speedup in reactive transport simulations: purely data-driven and physics-based surrogates Gradient boosting regressors such as XGBoost, not requiring data standardization and being able to handle Tweedie distributions, proved to be a suitable emulator. Finally, we devise a ...
Performance evaluation results showed that RF and XGBoost outperformed the other ML models. Hence, ML models can effectively be used to detect system attacks. We intend to expand this research in the future and use the paradigm in a real-world setting with further conclusions and justifications....
Furthermore, the web phishing classification problem is unbalanced, since in real-life cases, the number of legitimate URLs is far greater than the malicious ones [14]. The adoption of data-level approaches represents one of the main strategies for handling data imbalance [15]. These employ ...