1121 search results - page 113 / 225 » Machine learning in soil classification |
133
click to vote
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
Classifiers that refrain from classification in certain cases can significantly reduce the misclassification cost. However, the parameters for such abstaining classifiers are ofte...
133
Voted
EUROPAR
2007
Springer
15 years 9 months ago
2007
Springer
In this paper we describe the parallelization of two nearest neighbour classification algorithms. Nearest neighbour methods are well-known machine learning techniques. They have be...
126
click to vote
ECML
2004
Springer
15 years 7 months ago
2004
Springer
Maintaining compact and competent case bases has become a main topic of Case Based Reasoning (CBR) research. The main goal is to obtain a compact case base (with a reduced number o...
132
click to vote
ICML
1994
IEEE
15 years 6 months ago
1994
IEEE
We describe CLIPS-R, a theory revision system for the revision of CLIPS rule-bases. CLIPS-R differs from previous theory revision systems in that it operates on forward chaining p...
121
Voted
ICML
2002
IEEE
16 years 4 months ago
2002
IEEE
This paper addresses cost-sensitive classification in the setting where there are costs for measuring each attribute as well as costs for misclassification errors. We show how to ...