1651 search results - page 10 / 331 » Measuring the Complexity of Classification Problems |
PKDD
2010
Springer
13 years 5 months ago
2010
Springer
Active learning [1] is a branch of Machine Learning in which the learning algorithm, instead of being directly provided with pairs of problem instances and their solutions (their l...
CDC
2009
IEEE
14 years 10 days ago
2009
IEEE
The objective of the standard parts optimal control problem is to find a number, m, of control inputs to a given input-output system that can be used in different combinations to...
ISNN
2010
Springer
13 years 6 months ago
2010
Springer
Abstract. This paper studies the extension of the Generalization Complexity (GC) measure to real valued input problems. The GC measure, defined in Boolean space, was proposed as a...
ICPR
2002
IEEE
14 years 8 months ago
2002
IEEE
Although usually classifier error is the main concern in publications, in real applications classifier evaluation complexity may play a large role as well. In this paper, a simple...
ICML
2000
IEEE
14 years 8 months ago
2000
IEEE
This paper introduces a foundation for inductive learning based on the use of higher-order logic for knowledge representation. In particular, the paper (i) provides a systematic i...