Growing Set

A Growing Set is Training Data subset that is used by a machine learning system to develop models that are then evaluated against a pruning set.

• Example(s):
  • ...
• Counter-Example(s):
  • Pruning Dataset,
  • Test Dataset,
  • Validation Dataset.

See: Data Set, Training Dataset, Test Dataset, Validation Dataset.

References

2017

• (Sammut & Webb, 2017) ⇒ (2017) "Growing Set". In: Sammut C., Webb G.I. (eds) Encyclopedia of Machine Learning and Data Mining. Springer, Boston, MA.
  • QUOTE: A growing set is a subset of a training set containing data that are used by a learning system to develop models that are then evaluated against a pruning set.

• Concept
• Machine Learning