作者: PAUL E. UTGOFF
DOI: 10.1016/B978-0-934613-64-4.50017-7
关键词: Decision tree 、 ID3 algorithm 、 Tree (data structure) 、 ID3 、 Artificial intelligence 、 Incremental decision tree 、 Data mining 、 Principal (computer security) 、 Computer science 、 C4.5 algorithm 、 Machine learning
摘要: This paper describes ID5, an incremental algorithm that produces decision trees similar to those built by Quinlan's ID3. The principal benefit of ID5 is that new training instances can be …