258 search results - page 4 / 52 » Improving Stability of Decision Trees |
KDD
1999
ACM
14 years 2 months ago
1999
ACM
Satisfying the basic requirements of accuracy and understandability of a classifier, decision tree classifiers have become very popular. Instead of constructing the decision tree ...
FLAIRS
2008
14 years 2 days ago
2008
In machine learning, decision trees are employed extensively in solving classification problems. In order to design a decision tree classifier two main phases are employed. The fi...
SIGMOD
1999
ACM
14 years 2 months ago
1999
ACM
Classification is an important data mining problem. Given a training database of records, each tagged with a class label, the goal of classification is to build a concise model ...
AAAI
2004
13 years 11 months ago
2004
Performance profile trees have recently been proposed as a theoretical basis for fully normative deliberation control. In this paper we conduct the first experimental study of the...
PPSN
2004
Springer
14 years 3 months ago
2004
Springer
We show how the understandability and speed of genetic programming classification algorithms can be improved, without affecting the classification accuracy. By analyzing the dec...