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C4.5
| Publication |
Quinlan/93b: C4.5: Programs for Machine Learning
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| Name |
C4.5 |
| Description |
C4.5 (Quinlan) is an extension of the base algorithm ID3.
Some of the additional features are:
- incorporation of numerical (continous) attributes
- nominal (discrete) values of a single attribute may be grouped together,
to support more complex tests
- post-pruning after induction of trees, e.g. based on test sets, in order to increase accuracy
- C4.5 can deal with incomplete information (missing attribute values).
Please refer to the link above for software. |
| Generalization |
Top-Down Induction of Decision Trees (TDIDT)
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| Method Type |
System
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