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» Adapting classification rule induction to subgroup discovery
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ICDM
2002
IEEE
116views Data Mining» more  ICDM 2002»
13 years 9 months ago
Adapting classification rule induction to subgroup discovery
Nada Lavrac, Peter A. Flach, Branko Kavsek, Ljupco...
ML
2006
ACM
105views Machine Learning» more  ML 2006»
13 years 4 months ago
Propositionalization-based relational subgroup discovery with RSD
Abstract Relational rule learning algorithms are typically designed to construct classification and prediction rules. However, relational rule learning can be adapted also to subgr...
Filip Zelezný, Nada Lavrac
ILP
1999
Springer
13 years 9 months ago
Rule Evaluation Measures: A Unifying View
Numerous measures are used for performance evaluation in machine learning. In predictive knowledge discovery, the most frequently used measure is classification accuracy. With new...
Nada Lavrac, Peter A. Flach, Blaz Zupan
ML
2006
ACM
143views Machine Learning» more  ML 2006»
13 years 4 months ago
Mathematical applications of inductive logic programming
The application of Inductive Logic Programming to scientific datasets has been highly successful. Such applications have led to breakthroughs in the domain of interest and have dri...
Simon Colton, Stephen Muggleton
IDA
2003
Springer
13 years 10 months ago
APRIORI-SD: Adapting Association Rule Learning to Subgroup Discovery
Branko Kavsek, Nada Lavrac, Viktor Jovanoski