Classification Tree Learning Algorithm

A Classification Tree Learning Algorithm is a Decision Tree Learning Algorithm that can produce a Classification Tree.

• Context:
  • It can be implemented in an Classification Tree Learning System.
  • It can (typically) make us of a Classification Tree Splitting Criterion.
  • It can (typically) make us of a Classification Tree Prunning Function.
  • It is a Symbolic Learning Algorithm.
  • It is a Discriminative Learning Algorithm.
• Example(s):
  • C4.5 Algorithm.
  • ID3 Algorithm.
  • FOIL Algorithm.
  • CART Algorithm.
• Counter-Example(s):
  • a Ranking Tree Learning Algorithm.
  • a Regression Tree Learning Algorithm.
• See: Kernel-based Classification Algorithm.

---

---