treehfd is a Python module to compute the Hoeffding functional decomposition of XGBoost models (Chen and Guestrin, 2016) with dependent input variables, using the TreeHFD algorithm. This decomposition ...

Functional medicine blends psychiatry with nutritional science and personalized treatment strategies. Rooted in evidence, it ...

Functional obsolescence is a crucial factor in the declining value of properties and tech goods. Understand how outdated ...

Interpretability of Support Vector Machine (SVM) or Neural Networks (NN) models, examples of black-box models, is a field of study that has recently gained attention, especially for the significant ...

The American Academy of Neurology (AAN) has released its first guideline for the management of functional seizures, providing clinicians with timely recommendations on treating the commonly ...

Integrative medicine blends conventional and complementary care, while functional medicine seeks to identify root causes of symptoms first and restore the function of the different body systems. When ...

Abstract: This article proposes methods for reachability analysis of nonlinear systems, including those in closed loop with nonlinear controllers such as neural networks. The methods combine hybrid ...

Functional scoliosis is a product of imbalanced muscles or posture, often due to uneven leg length. In contrast, structural scoliosis is a product of how the spine has grown. Understanding the ...

Living in a tiny home is not just an alternative housing option; it's a lifestyle choice that champions freedom, simplicity, and sustainability. And when it comes to tiny house designs, we believe the ...