Graphical Model Training Task

A Graphical Model Training Task is a model-based training task that accepts a probabilistic graphical model family (to produce a graphical model structure).

• AKA: Probabilistic Graphical Model Learning.
• Context:
  • It can be solved by a Graphical Model Training System (that implements a graphical model training algorithm).
• Example(s):
  • a HMM Training Task.
  • a CRF Training Task.
  • …
• Counter-Example(s):
  • a Decision Tree Training Task.
  • a Neural Network Training Task.
• See: Probabilistic Graphical Model, Probabilistic Graphical Model Training Algorithm.

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