56 search results - page 1 / 12 » Estimating replicability of classifier learning experiments |
ICML
2004
IEEE
14 years 5 months ago
2004
IEEE
JMLR
2008
13 years 4 months ago
2008
In this paper, the naive credal classifier, which is a set-valued counterpart of naive Bayes, is extended to a general and flexible treatment of incomplete data, yielding a new cl...
ECML
2001
Springer
13 years 9 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...
HICSS
2003
IEEE
13 years 10 months ago
2003
IEEE
If sufficient attention is not paid to the information models on which Learning Platforms are based the ability to deliver rich functionality is hindered. This paper describes the...
ICML
2005
IEEE
14 years 5 months ago
2005
IEEE
The integration of diverse forms of informative data by learning an optimal combination of base kernels in classification or regression problems can provide enhanced performance w...