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Sample Complexity Bounds
Sample Complexity Bounds
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Foundation
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What is the generalization gap, and what does a large gap indicate?
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A.
The difference between test error and training error; a large gap indicates overfitting
B.
The time between training and deploying a model; a large gap means the model is stale
C.
The difference between two competing models' test errors; a large gap means one is clearly better
D.
The difference between the model's accuracy and 100%; a large gap means the model is inaccurate
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