techtarget

4 explainable AI techniques for machine learning models

When machine learning models deliver problematic results, it can often happen in ways that humans can't make sense of, and this becomes dangerous when there are no limitations of the model, ...
BIOENGINEER

Explainable machine learning reveals limits in nanoparticle tumor-delivery prediction

A leakage-aware evaluation of explainable machine learning found modest prediction of nanoparticle tumor delivery, with ...
BIOENGINEER

Explainable AI model finds Kenyan prepaid power demand is mostly persistence

A study of Kenya's prepaid electricity grid found that XGBoost only modestly outperformed simple regression, with recent ...
techtarget

Expanding explainable AI examples key for the industry

AI systems have tremendous potential, but the average user has little visibility and knowledge on how the machines make their decisions. AI explainability can build trust and further push the ...
ascopubs.org

Comparative Evaluation of Explainable Machine Learning Versus Linear Regression for Predicting County-Level Lung Cancer Mortality Rate in the United States

Lung cancer (LC) is a leading cause of cancer-related mortality in the United States. Accurate prediction of LC mortality rates is crucial for guiding targeted interventions and addressing health ...

Extracting explainable topics and relationships from large volumes of text | Hiroshima University, Data Analysis and Modeling Laboratory

When large volumes of text are grouped into similar topics, being able to explain why they were grouped that way is useful ...