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» Comparison of Statistical Significance Criteria
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ICDM
2010
IEEE
134views Data Mining» more  ICDM 2010»
13 years 6 months ago
Consequences of Variability in Classifier Performance Estimates
The prevailing approach to evaluating classifiers in the machine learning community involves comparing the performance of several algorithms over a series of usually unrelated data...
Troy Raeder, T. Ryan Hoens, Nitesh V. Chawla
IOLTS
2009
IEEE
231views Hardware» more  IOLTS 2009»
14 years 2 months ago
Designing fault tolerant FSM by nano-PLA
— The paper deals with designing fault tolerant finite state machines (FSMs) by nanoelectronic programmable logic arrays (PLAs). Two main critical parameters of the fault toleran...
Samary Baranov, Ilya Levin, Osnat Keren, Mark G. K...
WSC
1997
13 years 9 months ago
Selecting the Best System: A Decision-Theoretic Approach
The problem of selecting the best system from a finite set of alternatives is considered from a Bayesian decision-theoretic perspective. The framework presented is quite general,...
Stephen E. Chick
BMCBI
2010
111views more  BMCBI 2010»
13 years 8 months ago
Comparative performances of DNA barcoding across insect orders
Background: Previous studies on insect DNA barcoding provide contradictory results and suggest not consistent performances across orders. This work aims at providing a general eva...
Massimiliano Virgilio, Thierry Backeljau, Bruno Ne...
BMCBI
2008
107views more  BMCBI 2008»
13 years 8 months ago
A mixture model approach to sample size estimation in two-sample comparative microarray experiments
Background: Choosing the appropriate sample size is an important step in the design of a microarray experiment, and recently methods have been proposed that estimate sample sizes ...
Tommy S. Jørstad, Herman Midelfart, Atle M....