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Shapley Additive Explanation for Local Class Differentiation: Local Explainability for Class Differentiation in Classification Models

open access: yesAdvanced Intelligent Systems, EarlyView.
An instance‐level, model‐agnostic explanation of class differentiation is introduced through SHAP‐LCD, linking probability shifts to feature‐wise Shapley contributions. The method operates on tabular and image data and is released in a fully reproducible implementation, offering a transparent way to examine, at each instance, why predictive models ...
Roxana M. Romero Luna   +2 more
wiley   +1 more source

Simultaneous learning of static and dynamic charges.

open access: yesPhys Chem Chem Phys
Stärk P   +6 more
europepmc   +1 more source

AAPM WGTEACH Report 366: Best practices in the teaching and mentoring of medical physics. [PDF]

open access: yesJ Appl Clin Med Phys
Montemayor VJ   +13 more
europepmc   +1 more source
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Physics World, 2009
I once interviewed the Northern Irish physicist John Bell, who told me a curious tale about the wife of the then-American ambassador to Switzerland. Bell recalled how she rolled up at his office at CERN bearing a dog-eared copy of The Dancing Wu Li Masters, a book by the author and "soulhealer" Gary Zukav, seeking answers to her questions about the ...
Robert P Crease
exaly   +2 more sources

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