65 search results - page 2 / 13 » Measuring the accuracy and interest of association rules: A ... |
ICDM
2003
IEEE
13 years 10 months ago
2003
IEEE
This paper presents interpretations for association rules. It first introduces Pawlak’s method, and the corresponding algorithm of finding decision rules (a kind of association ...
ICCSA
2004
Springer
13 years 10 months ago
2004
Springer
Exception rules have been previously defined as rules with low interest and high confidence. In this paper a new approach to mine exception rules will be proposed and evaluated. In...
PAKDD
1999
ACM
13 years 9 months ago
1999
ACM
In this paper, we analyze quantitative measures associated with if-then type rules. Basic quantities are identified and many existing measures are examined using the basic quantit...
SAC
2010
ACM
12 years 11 months ago
2010
ACM
Associative classification is a rule-based approach to classify data relying on association rule mining by discovering associations between a set of features and a class label. Su...
PKDD
2010
Springer
13 years 2 months ago
2010
Springer
Abstract. We propose a formal definition of the robustness of association rules for interestingness measures. It is a central concept in the evaluation of the rules and has only be...