What is a compact model?
Any small model designed to run on small devices with limited computational resources.
compact model explained in plain English
Example
Practitioners refer to compact model 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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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).