Batch Learning Task

An Batch Learning Task is a learning task that is an batch decisioning task (where some time is available between learning and predictions).

• AKA: Offline Learning.
• Context:
  • It can be solved by an Batch Learning System that applies an (batch learning algorithm).
• Example(s):
  • …
• Counter-Example(s):
  • a Online Learning Task, with a feedback learning dataset.
• See: Fully-Supervised Learning Task.

---

---

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.

---