63 search results - page 2 / 13 » MDL-Based Decision Tree Pruning |
139
Voted
ICML
1998
IEEE
16 years 4 months ago
1998
IEEE
In this work, we present a new bottom-up algorithmfor decision tree pruning that is very e cient requiring only a single pass through the given tree, and prove a strong performanc...
134
Voted
VLDB
1998
ACM
15 years 7 months ago
1998
ACM
Classification is an important problem in data mining. Given a database of records, each with a class label, a classifier generates a concise and meaningful description for each c...
96
Voted
CSDA
2006
15 years 3 months ago
2006
The cost-complexity pruning generates nested subtrees and selects the best one. However, its computational cost is large since it uses holdout sample or cross-validation. On the o...
ICTAI
2002
IEEE
15 years 8 months ago
2002
IEEE
82
Voted
ICPR
2008
IEEE
15 years 10 months ago
2008
IEEE