3708 search results - page 253 / 742 » The Inverse Classification Problem |
162
click to vote
AICCSA
2006
IEEE
15 years 8 months ago
2006
IEEE
In this paper we apply a machine learning approach to the problem of estimating the number of defects called Regression via Classification (RvC). RvC initially automatically discr...
166
click to vote
SDM
2010
SIAM
15 years 8 months ago
2010
SIAM
The Passive Aggressive framework [1] is a principled approach to online linear classification that advocates minimal weight updates i.e., the least required so that the current tr...
182
click to vote
IRCDL
2008
15 years 8 months ago
2008
Several sites allow users to publish personal reviews about products and services available on the market. In this paper, we consider the problem of applying classification techniq...
166
click to vote
NIPS
2008
15 years 8 months ago
2008
We provide a new analysis of an efficient margin-based algorithm for selective sampling in classification problems. Using the so-called Tsybakov low noise condition to parametrize...
190
click to vote
ECIR
2003
Springer
15 years 8 months ago
2003
Springer
In order to reduce human efforts, there has been increasing interest in applying active learning for training text classifiers. This paper describes a straightforward active learni...