218 search results - page 5 / 44 » Mining classification rules with Reduced MEPAR-miner Algorit... |
100
Voted
AIIA
2005
Springer
15 years 3 months ago
2005
Springer
In traditional classification setting, training data are represented as a single table, where each row corresponds to an example and each column to a predictor variable or the targ...
IMECS
2007
14 years 11 months ago
2007
—applying the association rule into classification can improve the accuracy and obtain some valuable rules and information that cannot be captured by other classification approac...
82
Voted
VLDB
1995
ACM
15 years 1 months ago
1995
ACM
Mining for a.ssociation rules between items in a large database of sales transactions has been described as an important database mining problem. In this paper we present an effic...
AE
2005
Springer
15 years 3 months ago
2005
Springer
This work proposes a new rule pruning procedure for Ant-Miner, an Ant Colony algorithm that discovers classification rules in the context of data mining. The performance of Ant-Min...
DSS
2006
14 years 9 months ago
2006
Classification is one of the key issues in the fields of decision sciences and knowledge discovery. This paper presents a new approach for constructing a classifier, based on an e...