1401 search results - page 2 / 281 » Cost-Sensitive Test Strategies |
ECML
2003
Springer
13 years 10 months ago
2003
Springer
Many machine learning tasks contain feature evaluation as one of its important components. This work is concerned with attribute estimation in the problems where class distribution...
SIGMOD
2005
ACM
14 years 5 months ago
2005
ACM
We present a method to evaluate path queries based on the novel concept of partial path instances. Our method (1) maximizes performance by means of sequential scans or asynchronou...
DATE
2004
IEEE
13 years 9 months ago
2004
IEEE
Designing cost-sensitive real-time control systems for safetycritical applications requires a careful analysis of the cost/coverage trade-offs of fault-tolerant solutions. This fu...
COLING
2010
13 years 7 days ago
2010
Active Learning (AL) is a selective sampling strategy which has been shown to be particularly cost-efficient by drastically reducing the amount of training data to be manually ann...
ICDM
2008
IEEE
13 years 11 months ago
2008
IEEE
We examine linear regression problems where some features may only be observable at a cost (e.g., in medical domains where features may correspond to diagnostic tests that take ti...