LIME generates model-agnostic explanations, meaning that it can be used with a wide range of machine learning models. Its local explanations are designed to be interpretable, meaning they are easy for humans to understand. LIME has proven to be a valuable tool in fields such as healthcare, ...
Editors select a small number of articles recently published in the journal that they believe will be particularly interesting to readers, or important in the respective research area. The aim is to provide a snapshot of some of the most exciting work published in the various research areas of...
The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology 1982, 143, 29–36. [Google Scholar] [CrossRef] [Green Version] Esteban, L.M.; Sanz, G.; Borque, A. A step-by-step algorithm for combining diagnostic tests. J. Appl. Stat. 2011, 38, ...
This release contains forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995. You can identify these statements by the use of the words "may," "will," "should," "plans," "expects," "anticipates," "continue," "estimates," "projects," "intends...
The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology 1982, 143, 29–36. [Google Scholar] [CrossRef] [Green Version] Esteban, L.M.; Sanz, G.; Borque, A. A step-by-step algorithm for combining diagnostic tests. J. Appl. Stat. 2011, 38, ...
Editors select a small number of articles recently published in the journal that they believe will be particularly interesting to readers, or important in the respective research area. The aim is to provide a snapshot of some of the most exciting work published in the various research areas of...
meaning that it can be used with a wide range of machine learning models. Its local explanations are designed to be interpretable, meaning they are easy for humans to understand. LIME has proven to be a valuable tool in fields such as healthcare, finance, and law, where interpretability of...