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What does a dev-error curve above the training-error curve indicate?
Question: Answer in one to three sentences using the usual relationship described by the source.
Sample answer: It indicates that dev error is higher than training error. Thus, the algorithm performs better on the training set than on the dev set.
Key points:
- Dev error is higher than training error.
- Performance is better on the training set.
Rubric: The answer should mention both the higher dev error and the algorithm's better performance on the training set.
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Related
Which relationship between training and dev error is usual for a learning algorithm?
The dev-error curve usually lies strictly above the training-error curve.
The algorithm usually has lower error on the _____ set.
Match each element of the error plot to its usual interpretation.
Order the reasoning that predicts the usual positions of the two error curves.
Explain why the dev-error curve is usually above the training-error curve.
Diagnose a plot where the red dev-error curve stays above the blue training-error curve.
What does a dev-error curve above the training-error curve indicate?
How should the two curves usually be positioned when blue denotes training error and red denotes dev error?
A plot with training error strictly above dev error displays the usual relationship.