Supervised Prediction Task

A Supervised Prediction Task is a data-driven prediction task with a labeled training set.

• Context:
  • It can range from being a Supervised Nominal Value Prediction Task (such as supervised classification) to being a Supervised Ordinal Value Prediction Task (such as supervised ranking) to being a Supervised Number Prediction Task (such as supervised point estimation).
  • It can be solved by Supervised Prediction System (that implements a supervised prediction algorithm).
  • …
• Counter-Example(s):
  • an Unsupervised Prediction Task.
  • a Heuristic Prediction Task.
• See: Supervised Structured Prediction.

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