What is a provenance?
Data detailing how a piece of digital media content was created or changed.
provenance explained in plain English
Data detailing how a piece of digital media content was created or changed.
Example
Practitioners refer to provenance when building, training, or evaluating machine learning systems. It appears in research papers, product documentation, and technical discussions about AI capabilities and limitations.
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A function that enables neural networks to learn nonlinear (complex) relationships between features and the label.
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A training approach in which the algorithm chooses some of the data it learns from.
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Synonym for tuning or fine-tuning.
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See hierarchical clustering.
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The process of identifying outliers.
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See PR AUC (Area under the PR Curve).
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See AUC (Area under the ROC curve).