2884 search results - page 153 / 577 » Evaluating learning algorithms and classifiers |
124
Voted
ACL
2003
15 years 6 months ago
2003
This paper proposes the use of uncertainty reduction in machine learning methods such as co-training and bilingual bootstrapping, which are referred to, in a general term, as ‘c...
138
click to vote
EMNLP
2009
15 years 2 months ago
2009
The recently introduced online confidence-weighted (CW) learning algorithm for binary classification performs well on many binary NLP tasks. However, for multi-class problems CW l...
123
click to vote
AIIA
2007
Springer
15 years 6 months ago
2007
Springer
Abstract. In a recent work we have carried out CarpeDiem, a novel algorithm for the fast evaluation of Supervised Sequential Learning (SSL) classifiers. In this paper we point out...
182
click to vote
JMLR
2006
15 years 4 months ago
2006
We present a kernel-based algorithm for hierarchical text classification where the documents are allowed to belong to more than one category at a time. The classification model is...
155
click to vote
CVPR
2007
IEEE
16 years 6 months ago
2007
IEEE
We present a new algorithm to detect humans in still images utilizing covariance matrices as object descriptors. Since these descriptors do not lie on a vector space, well known m...