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CIKM
2010
Springer
14 years 11 months ago
Online stratified sampling: evaluating classifiers at web-scale
Deploying a classifier to large-scale systems such as the web requires careful feature design and performance evaluation. Evaluation is particularly challenging because these larg...
Paul N. Bennett, Vitor R. Carvalho
ICDE
2010
IEEE
250views Database» more  ICDE 2010»
15 years 10 months ago
Optimized Query Evaluation Using Cooperative Sorts
— Many applications require sorting a table over multiple sort orders: generation of multiple reports from a table, evaluation of a complex query that involves multiple instances...
Yu Cao, Ramadhana Bramandia, Chee-Yong Chan, Kian-...
CIKM
2011
Springer
14 years 1 months ago
Toward interactive training and evaluation
Machine learning often relies on costly labeled data, and this impedes its application to new classification and information extraction problems. This has motivated the developme...
Gregory Druck, Andrew McCallum
SSWMC
2004
15 years 2 months ago
Quantitative evaluation of pairs and RS steganalysis
We give initial results from a new project which performs statistically accurate evaluation of the reliability of image steganalysis algorithms. The focus here is on the Pairs and...
Andrew D. Ker
CCR
1999
91views more  CCR 1999»
15 years 1 months ago
On the effective evaluation of TCP
Understanding the performance of the Internet's Transmission Control Protocol (TCP) is important because it is the dominant protocol used in the Internet today. Various testi...
Mark Allman, Aaron Falk