**The Dataset file contains the gold standard dataset, Kuang dataset and network dataset. **Feature extraction CTDC.py, CTDD.py and CTDT.py are the implementation of composition, transition and ...

Abstract: Heart is a vital organ of the human body which provides body with oxygen rich blood. If the heart stops working, then a human being dies within a span of few minutes. This paper analyses the ...

Customer stories Events & webinars Ebooks & reports Business insights GitHub Skills ...

The seven companies listed here cover the realistic range of what a buyer will encounter in 2026: embedded ML teams that own ...

点击上方“Deephub Imba”,关注公众号,好文章不错过 !机器学习（Machine ...

Band Selection,Indian Pines Dataset,Indian Pines,Overall Accuracy Values,Airborne Visible/Infrared Imaging Spectrometer,Coefficient Matrix,Feature Representation,Salinas Dataset,Spatial ...

This process effectively improved the relevance and interpretability of the model inputs. The experimental results demonstrate that feature selection markedly improved model performance: R² increased ...

Conclusions: This interpretable XGBoost model accurately predicts controlled attenuation parameter–defined hepatic steatosis severity in nonobese individuals and demonstrates robust performance in ...

Hybrid feature selection (LASSO plus XGBoost ranking) identified key variables. Six algorithms—logistic regression, SVM, random forest, GBDT, LightGBM, and XGBoost—were compared. Performance was ...

境外网络安全机构 2026 年监测数据显示，生成式 AI 批量制作的钓鱼邮件已成为政企单位数据泄露、个人财产受损的核心攻击载体，传统基于黑名单、固定关键词匹配的邮件防护机制存在显著逃逸漏洞。本文以境外媒体披露的 2026 ...