Advantages
Early stopping has several advantages:
- It is fast.
- It can be applied successfully to networks in which the number of weights far exceeds the sample size.
- It requires only one major decision by the user: what proportion of validation cases to use.
Read more about this topic: Early Stopping
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—Virginia Woolf (1882–1941)
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—Henry David Thoreau (1817–1862)