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MLUQ
A NASA software catalog entry available for reuse or request.
About this technology
Overview
The software provides a systematic machine learning Uncertainty Quantification (UQ) approach based on decision theory. Decision Theoretic Bootstrapping provides a rigorous UQ in a cross-validation setting and produces Machine Learning algorithms that are more stable with respect to the differences between the sample set and the true distribution. The software can show its best performance when there is significant epistemic uncertainty