Batch Learning Algorithm

A Batch Learning Algorithm is a batch algorithm that can be implemented by a bath learning system to solve a batch learning task.

• Context:
  • …
• Example(s):
  • a C4.5 Learning Algorithm.
  • a Random Forests Learning Algorithm.
  • a SVM-based Learning Algorithm.
  • …
• Counter-Example(s):
  • Online Learning Algorithm.
• See: Batch Processing, Learning Algorithm, Data Record Set.

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References

2017

• (Sammut & Webb, 2017) ⇒ (2017) Batch Learning. In: Sammut, C., Webb, G.I. (eds) Encyclopedia of Machine Learning and Data Mining. Springer, Boston,
  • QUOTE: A batch learning algorithm accepts a single input that is a set or sequence of observations. The algorithm produces its model, and does no further learning. Batch learning stands in contrast to online learning.

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