Complex Output Prediction Task

A Complex Output Prediction Task is a Decision Task whose output is a Complex Data Object.

• AKA: Complex Output Decision Task.
  • …
• Example(s):
  • a Parse Tree Prediction Task, whose input is a Linguistic Sentence.
  • …
• Counter-Example(s):
  • a Complex Input Prediction Task.
  • a Simple Output Prediction Task, such as:
    • a Classification Task.
    • an Estimation Task.
• See: Data Structure.

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References

2007

• (Bakir et al., 2007) ⇒ Gökhan H. Bakir, Thomas Hofmann, Bernhard Schölkopf, editors. (2007). “Predicting Structured Data." MIT Press. ISBN 0-262-02617-1

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