493 search results - page 8 / 99 » A Multi-relational Decision Tree Learning Algorithm - Implem... |
ML
2010
ACM
13 years 7 months ago
2010
ACM
Abstract A dynamic programming algorithm for constructing optimal dyadic decision trees was recently introduced, analyzed, and shown to be very effective for low dimensional data ...
PKDD
2000
Springer
14 years 11 days ago
2000
Springer
A new approach to the induction of multivariate decision trees is proposed. A linear decision function (hyper-plane) is used at each non-terminal node of a binary tree for splittin...
ECML
2007
Springer
14 years 3 months ago
2007
Springer
Decision tree learning algorithms produce accurate models that can be interpreted by domain experts. However, these algorithms are known to be unstable – they can produce drastic...
IJCAI
1993
13 years 10 months ago
1993
This paper introduces a new concept, a decision tree (or list) over tree patterns, which is a natural extension of a decision tree (or decision list), for dealing with tree struct...
ACL
2001
13 years 10 months ago
2001
There has been much interest in the recent past concerning the possibilities for automated categorization of named entities. The research presented here describes a method for the...