2884 search results - page 86 / 577 » Evaluating learning algorithms and classifiers |
144
click to vote
CCIA
2005
Springer
15 years 9 months ago
2005
Springer
We propose an hybrid and probabilistic classification of image regions belonging to scenes primarily containing natural objects, e.g. sky, trees, etc. as a first step in solving ...
147
click to vote
ICML
2003
IEEE
16 years 5 months ago
2003
IEEE
This paper is concerned with the question of how to online combine an ensemble of active learners so as to expedite the learning progress during a pool-based active learning sessi...
129
click to vote
AAAI
1998
15 years 5 months ago
1998
Software agents "living" and acting in a real world software environment, such as an operating system, a network, or a database system, can carry out many tasks for huma...
128
click to vote
MLMTA
2003
15 years 5 months ago
2003
— This work shows comparatively the capacity of five Fuzzy Lattice Neurocomputing (FLN) classifiers. The mechanics of the five classifiers are illustrated geometrically on the pl...
125
click to vote
AAAI
2006
15 years 5 months ago
2006
In this paper we propose a very simple, yet general and effective method to make any cost-insensitive classifiers (that can produce probability estimates) cost-sensitive. The meth...