Issues in Decision Tree Learning
- How deep to grow?
- How to handle continuous attributes?
- How to choose an appropriate attributes selection measure?
- How to handle data with missing attributes values?
- How to handle attributes with different costs?
- How to improve computational efficiency?
- ID3 has been extended to handle most of these. The
resulting system is C4.5.
José M. Vidal
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