Multiclass Classification Algorithm

A Multiclass Classification Algorithm is a classification algorithm that can be applied by a multiclass classification system (that solves a multiclass classification task).

• AKA: Multinomial Regression Method.
• Context:
  • It can range from being a Heuristic Multiclass Classification Algorithm to being a Data-Driven Multiclass Classification Algorithm (such as a supervised multiclass classification algorithm).
  • It can be applied by a Multiclass Classification System (to solve a multiclass classification task).
• Example(s):
  • a Graph Edge Prediction Algorithm.
  • a Supervised Product Taxonomy Node-based Classification Algorithm.
  • a Multiclass Logistic Regression Algorithm.
  • …
• Counter-Example(s):
  • a Binary Classification Algorithm.
  • a Real-Valued Regression Algorithm.
  • a Multilabel Classification Algorithm.
• See: Training Record.

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