250 search results - page 1 / 50 » A Parameter-Free Associative Classification Method |
DAWAK
2008
Springer
13 years 7 months ago
2008
Springer
In many application domains, classification tasks have to tackle multiclass imbalanced training sets. We have been looking for a CBA approach (Classification Based on Association r...
ICML
2005
IEEE
14 years 6 months ago
2005
IEEE
This paper studies the aggregation of predictions made by tree-based models for several perturbed versions of the attribute vector of a test case. A closed-form approximation of t...
DMIN
2006
13 years 7 months ago
2006
Abstract-- Associative classification is a new classification approach integrating association mining and classification. It becomes a significant tool for knowledge discovery and ...
JIIS
2006
13 years 5 months ago
2006
Spatial associative classification takes advantage of employing association rules for spatial classification purposes. In this work, we investigate spatial associative classificati...
DKE
2007
13 years 5 months ago
2007
Classification Association Rule Mining (CARM) systems operate by applying an Association Rule Mining (ARM) method to obtain classification rules from a training set of previousl...