Non-Parametric Learning Task

A Non-Parametric Learning Task is a model learning task that uses a non-parametric model.

• Context:
  • It can be solved by a Non-Parametric Learning System (that implements a Non-Parametric Learning Algorithm).
• Example(s):
  • Kernel-based Learning.
  • Neural Network-based Learning.
  • …
• Counter-Example(s):
  • Parametric Learning.
• See: Non-Parametric Estimation, Ensemble Learning Task.

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