Fully-Supervised Classification Algorithm

A Fully-Supervised Classification Algorithm is a fully-supervised learning algorithm that is a supervised classification algorithm and can be applied by a fully-supervised classification system (that can solve a fully-supervised classification task).

• Context:
  • It can range from being a Fully-Supervised Binary Classification Algorithm to being a Fully-Supervised Multiclass Classification Algorithm.
  • It can range from being a Generative Classification Algorithm to being a Discriminative Learning Algorithm.
  • …
• Example(s):
  • a C4.5 Algorithm.
  • a SVMs Algorithm.
  • a Logistic Regression Algorithm.
  • a Least-Squares Classification Algorithm.
  • …
• Counter-Example(s):
  • a Semi-Supervised Classification Algorithm.
  • a Fully-Supervised Estimation Algorithm.
• See: Fully-Supervised Graph-Node Prediction.

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