Lazy Model-based Learning Algorithm

A lazy model-based learning algorithm is a supervised lazy learning algorithm that is a model-based learning algorithm.

• AKA: Supervised Lazy Model-based Learning Algorithm.
• Context:
  • It can be:
    • a Lazy Model-based Classification Algorithm.
    • a Lazy Model-based Regression Algorithm.
• Example(s):
  • DBPredictor, a Lazy Model-based Classification Algorithm.
  • …
• Counter-Example(s):
  • k-Nearest Neighbor, a Lazy Instance-based Learning Algorithm.
  • C4.5, an Eager Model-based Learning Algorithm.
• See: Eager Model-based Learning Algorithm, Lazy Instance-based Learning Algorithm.

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References

1999

• (Melli, 1999a) ⇒ Gabor Melli. (1999). “A Lazy Model-based Algorithm for On-Line Classification.” In: Proceedings of PKDD-1999.

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