98 search results - page 1 / 20 » Branching on Attribute Values in Decision Tree Generation |
AAAI
1994
13 years 6 months ago
1994
ICALP
2009
Springer
13 years 11 months ago
2009
Springer
We consider the problem of constructing decision trees for entity identification from a given table. The input is a table containing information about a set of entities over a fi...
DATAMINE
1999
13 years 4 months ago
1999
To find the optimal branching of a nominal attribute at a node in an L-ary decision tree, one is often forced to search over all possible L-ary partitions for the one that yields t...
DIS
2004
Springer
13 years 8 months ago
2004
Springer
Abstract. Attribute value taxonomies (AVTs) have been used to perform AVT-guided decision tree learning on partially or totally missing data. In many cases, user-supplied AVTs are ...
MCS
2009
Springer
13 years 9 months ago
2009
Springer
Abstract. Data with multi-valued categorical attributes can cause major problems for decision trees. The high branching factor can lead to data fragmentation, where decisions have ...