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» An Analysis of Rule Evaluation Metrics
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ICDCSW
2006
IEEE
14 years 2 months ago
Dealing with Class Skew in Context Recognition
As research in context recognition moves towards more maturity and real life applications, appropriate and reliable performance metrics gain importance. This paper focuses on the ...
Mathias Stäger, Paul Lukowicz, Gerhard Tr&oum...
ICDM
2005
IEEE
122views Data Mining» more  ICDM 2005»
14 years 1 months ago
Learning through Changes: An Empirical Study of Dynamic Behaviors of Probability Estimation Trees
In practice, learning from data is often hampered by the limited training examples. In this paper, as the size of training data varies, we empirically investigate several probabil...
Kun Zhang, Zujia Xu, Jing Peng, Bill P. Buckles
ECAI
2004
Springer
14 years 1 months ago
Explaining the Result of a Decision Tree to the End-User
This paper addresses the problem of the explanation of the result given by a decision tree, when it is used to predict the class of new cases. In order to evaluate this result, the...
Isabelle Alvarez
ACE
2004
180views Education» more  ACE 2004»
13 years 9 months ago
This Course Has A Bloom Rating Of 3.9
This paper analyses the cognitive difficulty of six courses that may be taken as credit towards an IT degree offered by a regional Australian University. The assessment requiremen...
Dave Oliver, Tony Dobele, Myles Greber, Tim Robert...
USENIX
2000
13 years 9 months ago
Pandora: A Flexible Network Monitoring Platform
This paper presents Pandora, a network monitoring platform that captures packets using purely passive techniques. Pandora addresses current needs for improving Internet middleware...
Simon Patarin, Mesaac Makpangou