1824 search results - page 5 / 365 » Estimating query performance using class predictions |
ECML
2001
Springer
13 years 12 months ago
2001
Springer
Labeled data for classification could often be obtained by sampling that restricts or favors choice of certain classes. A classifier trained using such data will be biased, resulti...
TIT
2010
13 years 2 months ago
2010
In this paper, a new class of Bayesian lower bounds is proposed. Derivation of the proposed class is performed via projection of each entry of the vector-function to be estimated ...
WOSP
1998
ACM
13 years 11 months ago
1998
ACM
Increasingly, new applications are being built by composing existing software components rather than by coding a system from scratch. Using this approach, applications can be buil...
ML
2002
ACM
13 years 7 months ago
2002
ACM
For two-class datasets, we provide a method for estimating the generalization error of a bag using out-of-bag estimates. In bagging, each predictor (single hypothesis) is learned ...
IPPS
1999
IEEE
13 years 11 months ago
1999
IEEE
On many computers, a request to run a job is not serviced immediately but instead is placed in a queue and serviced only when resources are released by preceding jobs. In this pape...