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PAKDD
2005
ACM
105views Data Mining» more  PAKDD 2005»
13 years 10 months ago
Threshold Tuning for Improved Classification Association Rule Mining
Frans Coenen, Paul H. Leng, Lu Zhang
DKE
2007
89views more  DKE 2007»
13 years 4 months ago
The effect of threshold values on association rule based classification accuracy
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...
Frans Coenen, Paul H. Leng
ICDM
2005
IEEE
130views Data Mining» more  ICDM 2005»
13 years 10 months ago
Obtaining Best Parameter Values for Accurate Classification
In this paper we examine the effect that the choice of support and confidence thresholds has on the accuracy of classifiers obtained by Classification Association Rule Mining. ...
Frans Coenen, Paul H. Leng
ESEM
2008
ACM
13 years 6 months ago
A hybrid faulty module prediction using association rule mining and logistic regression analysis
This paper proposes a fault-prone module prediction method that combines association rule mining with logistic regression analysis. In the proposed method, we focus on three key m...
Yasutaka Kamei, Akito Monden, Shuuji Morisaki, Ken...
ADMA
2007
Springer
159views Data Mining» more  ADMA 2007»
13 years 10 months ago
A Novel Text Classification Approach Based on Enhanced Association Rule
The current research on association rule based text classification neglected several key problems. First, weights of elements in profile vectors may have much impact on generating ...
Jiangtao Qiu, Changjie Tang, Tao Zeng, Shaojie Qia...