16 search results - page 1 / 4 » Classification with a Reject Option using a Hinge Loss |
JMLR
2008
13 years 11 months ago
2008
NIPS
2008
14 years 9 days ago
2008
We consider the problem of binary classification where the classifier may abstain instead of classifying each observation. The Bayes decision rule for this setup, known as Chow�...
JMLR
2010
13 years 5 months ago
2010
In this paper, we investigate the problem of binary classification with a reject option in which one can withhold the decision of classifying an observation at a cost lower than t...
JMLR
2010
13 years 5 months ago
2010
Data extracted from microarrays are now considered an important source of knowledge about various diseases. Several studies based on microarray data and the use of receiver operat...
ICIAP
2003
ACM
14 years 4 months ago
2003
ACM
The aim of this paper is to evaluate the potential usefulness of the reject option for text categorisation (TC) tasks. The reject option is a technique used in statistical pattern...