Top-down induction of clustering trees

Details Top-down induction of clustering trees Top-down induction of clustering trees

2000-11-21

arxiv.org/abs/cs/0011032v1

Machine Learning, Proceedings of the 15th International Conference (J. Shavlik, ed.), Morgan Kaufmann, 1998, pp. 55-63

Computer Science

Learning

9 pages, 3 figures

Scientific paper

An approach to clustering is presented that adapts the basic top-down induction of decision trees method towards clustering. To this aim, it employs the principles of instance based learning. The resulting methodology is implemented in the TIC (Top down Induction of Clustering trees) system for first order clustering. The TIC system employs the first order logical decision tree representation of the inductive logic programming system Tilde. Various experiments with TIC are presented, in both propositional and relational domains.

Affiliated with

Also associated with

No associations

Rating

Top-down induction of clustering trees does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Top-down induction of clustering trees, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Top-down induction of clustering trees will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-590228