What is it about?
Technique to estimate the probability that a decision by a machine learning system is correct. The technique uses only the original test set that is also used to estimate accuracy of the classification.
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Why is it important?
Best technique for assessing reliability of classifications.
Read the Original
This page is a summary of: Confidence for exploratory machine learning, Biophysical Journal, February 2023, Elsevier,
DOI: 10.1016/j.bpj.2022.11.1601.
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