507 search results - page 1 / 102 » Generating Better Decision Trees |
JDCTA
2008
14 years 10 months ago
2008
A rule set generation technique based on a generated decision tree is suggested for better decision making to compensate the weak point of decision trees
87
Voted
IJCAI
1989
15 years 2 hour ago
1989
A new decision tree learning algorithm called IDX is described. More general than existing algorithms, IDX addresses issues of decision tree quality largely overlooked in the arti...
91
Voted
ICML
2004
IEEE
15 years 11 months ago
2004
IEEE
The majority of the existing algorithms for learning decision trees are greedy--a tree is induced top-down, making locally optimal decisions at each node. In most cases, however, ...
AAAI
2006
15 years 7 days ago
2006
The majority of the existing algorithms for learning decision trees are greedy--a tree is induced top-down, making locally optimal decisions at each node. In most cases, however, ...
68
Voted
ICMLA
2008
15 years 8 days ago
2008
Using decision trees that split on randomly selected attributes is one way to increase the diversity within an ensemble of decision trees. Another approach increases diversity by ...