Multiclass Perceptron Classifier

A Multiclass Perceptron Classifier is a multiclass classifier that is a perceptron classifier.

• • …
• Counter-Example(s):.
  • a Binary Perceptron Classifiers.
  • a Multiclass Convolutional Network Classifier.
• See: Multiclass Supervised Classification Algorithm.

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References

2003

• (Ciaramita & Johnson, 2003) ⇒ Massimiliano Ciaramita, and Mark Johnson. (2003). “Supersense Tagging of Unknown Nouns in WordNet.” In: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2003).
  • The heart of our system is a multiclass perceptron classifier (Crammer and Singer, 2002).

2002

• (Crammer & Singer, 2002) ⇒ K. Crammer, and Yoram Singer. (2002). “Ultraconservative Online Algorithms for Multiclass Problems.” Technical Report [2001-18], School of Computer Science and Engineering, Hebrew University, Jerusalem, Israel.

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