Llwytho...
Deconstructing Cross-Entropy for Probabilistic Binary Classifiers
In this work, we analyze the cross-entropy function, widely used in classifiers both as a performance measure and as an optimization objective. We contextualize cross-entropy in the light of Bayesian decision theory, the formal probabilistic framework for making decisions, and we thoroughly analyze...
Wedi'i Gadw mewn:
| Cyhoeddwyd yn: | Entropy (Basel) |
|---|---|
| Prif Awduron: | , , , |
| Fformat: | Artigo |
| Iaith: | Inglês |
| Cyhoeddwyd: |
MDPI
2018
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| Pynciau: | |
| Mynediad Ar-lein: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7512723/ https://ncbi.nlm.nih.gov/pubmed/33265299 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e20030208 |
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