27 search results - page 1 / 6 » Using multiple and negative target rules to make classifiers... |
KBS
2006
13 years 4 months ago
2006
One major goal for data mining is to understand data. Rule based methods are better than other methods in making mining results comprehensible. However, the current rule based cla...
KES
2006
Springer
13 years 4 months ago
2006
Springer
Rules are a type of human-understandable knowledge, and rule-based methods are very popular in building decision support systems. However, most current rule based classification sy...
AI
1998
Springer
13 years 9 months ago
1998
Springer
We present ELEM2, a new method for inducing classification rules from a set of examples. The method employs several new strategies in the induction and classification processes to ...
TKDE
2008
13 years 4 months ago
2008
UCS is a supervised learning classifier system that was introduced in 2003 for classification in data mining tasks. The representation of a rule in UCS as a univariate classificati...
EMO
2006
Springer
13 years 6 months ago
2006
Springer
Multi-objective metaheuristics have previously been applied to partial classification, where the objective is to produce simple, easy to understand rules that describe subsets of a...