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AI
2009
Springer
14 years 4 months ago
An Empirical Study of Category Skew on Feature Selection for Text Categorization
In this paper, we present an empirical comparison of the effects of category skew on six feature selection methods. The methods were evaluated on 36 datasets generated from the 20...
Mondelle Simeon, Robert J. Hilderman
VL
2006
IEEE
102views Visual Languages» more  VL 2006»
14 years 4 months ago
Sharing reasoning about faults in spreadsheets: An empirical study
Although researchers have developed several ways to reason about the location of faults in spreadsheets, no single form of reasoning is without limitations. Multiple types of erro...
Joseph Lawrance, Robin Abraham, Margaret M. Burnet...
ICDM
2005
IEEE
122views Data Mining» more  ICDM 2005»
14 years 3 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
ICSM
1999
IEEE
14 years 2 months ago
Test Case Prioritization: An Empirical Study
Test case prioritization techniques schedule test cases for execution in an order that attempts to maximize some objective function. A variety of objective functions are applicabl...
Gregg Rothermel, Roland H. Untch, Chengyun Chu, Ma...
ISCA
1998
IEEE
122views Hardware» more  ISCA 1998»
14 years 2 months ago
Design Choices in the SHRIMP System: An Empirical Study
The SHRIMP cluster-computing system has progressed to a point of relative maturity; a variety of applications are running on a 16-node system. We have enough experience to underst...
Matthias A. Blumrich, Richard Alpert, Yuqun Chen, ...