Large Training Dataset

A Large Training Dataset is a training dataset that is a large dataset.

• Context:
  • It can range from being a Large Labeled Training Dataset to being a Large Unlabeled Training Dataset.
  • …
• Counter-Example(s):
  • a Small Training Set.
  • a Large Test Dataset.
• See: Training Record Set.

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References

2007

• (Sutton & McCallum, 2007) ⇒ Charles Sutton, and Andrew McCallum. (2007). “An Introduction to Conditional Random Fields for Relational Learning.” In: (Getoor & Taskar, 2007).
  • QUOTE: The challenge of this problem is that many named entities are too rare to appear even in a large training set, and therefore the system must identify them based only on context.

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