What is a derived label?
Synonym for proxy label.
derived label explained in plain English
Example
Practitioners refer to derived label 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 technique for evaluating the importance of a feature or component by temporarily removing it from a model.
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The number of correct classification predictions divided by the total number of predictions.
- activation function
A function that enables neural networks to learn nonlinear (complex) relationships between features and the label.
- active learning
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).