Supervised Single Dependent Variable Regression Task

A Supervised Single Dependent Variable Regression Task is a Data-Driven Univariate Point Estimation Task that is a Supervised Point Estimation Task.

• Context:
  • It can be solved by a Supervised Univariate Point Estimation System (that implements a Supervised Univariate Point Estimation Algorithm/Univariate Regression Algorithm).
  • It can range from being a Fully-Supervised Univariate Point Estimation Task to being an Semi-Supervised Univariate Point Estimation Task.
• Example(s):
  • (Fanaee-T & Gama, 2014) Prediction Task.
  • …
• Counter-Example(s):
  • Multiple Dependent Variables Regression.
  • an Unsupervised Univariate Point Estimation Task.
  • an Supervised Univariate Classification Task.
  • Multivariate Regression.
• See: Supervised Multivariate Point Estimation Task.

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