Supervised Multilabel Classification Algorithm

A Supervised Multilabel Classification Algorithm is a supervised classification algorithm that can solve a supervised multilabel classification task.

• AKA: Supervised Multi-Label Classifier.
• Example(s):
  • a Supervised Multi-Label Text Classification Algorithm.
  • …
• Counter-Example(s):
  • Supervised Single-Label Classification Algorithm.
• See: Classification Function.

---

---

References

• http://scholar.google.com/scholar?q=Supervised+Multi-Label+Classification+Algorithm&as_sdt=0&as_vis=1&oi=scholart

2008

• (Vens et al., 2008) ⇒ Celine Vens, Jan Struyf, Leander Schietgat, Sašo Džeroski, and Hendrik Blockeel. (2008). “Decision trees for hierarchical multi-label classification." Machine Learning, 73(2)

2007

• (Tsoumakas & Katakis, 2007) ⇒ Grigorios Tsoumakas, and Ioannis Katakis. (2007). “Multi-Label Classification: An Overview.” In: International Journal of Data Warehousing and Mining, 3(3). doi:10.4018/jdwm.2007070101

2006

• (Zhang & Zhou, 2006) ⇒ Min-Ling Zhang, and Zhi-Hua Zhou. (2006). “Multilabel Neural Networks with Applications to Functional Genomics and Text Categorization.” In: IEEE Transactions on Knowledge and Data Engineering, 18(10). [doi:10.1109/TKDE.2006.162].

2005

• (McDonald et al., 2005) ⇒ Ryan McDonald, Koby Crammer, and Fernando Pereira. (2005). “Flexible Text Segmentation with Structured Multilabel Classification.” In: Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing (HLT/EMNLP, 2005).

---