Empirical Learning Task

An Empirical Learning Task is a learning task that makes use of empirical evidence.

• AKA: Data-Driven Learning.
  • …
• Example(s):
  • Machine-Learning Task.
• See: Case-based Learning, Inductive Reasoning.

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References

2014

• (Buntine, 2014) ⇒ Wray Buntine. (2014). “Learning Classification Rules Using Bayes.” In: Proceedings of the sixth international workshop on Machine learning.

1991

• (Ragavan & Rendell, 1991) ⇒ Harish Ragavan, and Larry Rendell. (1991). “Relations, Knowledge and Empirical Learning.” In: Machine Learning Proceedings

1990

• (Bagallo & Haussler, 1990) ⇒ Giulia Bagallo, and David Haussler. (1990). “Boolean Feature Discovery in Empirical Learning." Machine learning 5, no. 1

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