36 search results - page 1 / 8 » An Ordinal Data Method for the Classification with Reject Op... |
ICMLA
2009
13 years 2 months ago
2009
In this work we consider the problem of binary classification where the classifier may abstain instead of classifying each observation, leaving the critical items for human evaluat...
JMLR
2010
12 years 11 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...
JMLR
2010
12 years 11 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...
BIOINFORMATICS
2008
13 years 4 months ago
2008
NIPS
2008
13 years 6 months 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�...