1766 search results - page 8 / 354 » Classifier Selection Based on Data Complexity Measures |
KDD
1994
ACM
13 years 11 months ago
1994
ACM
CORR
2008
Springer
13 years 7 months ago
2008
Springer
: Applications such as Face Recognition (FR) that deal with high-dimensional data need a mapping technique that introduces representation of low-dimensional features with enhanced ...
DIS
2008
Springer
13 years 9 months ago
2008
Springer
We propose a well-founded method of ranking a pool of m trained classifiers by their suitability for the current input of n instances. It can be used when dynamically selecting a s...
CCIA
2008
Springer
13 years 9 months ago
2008
Springer
Abstract. This paper deals with the characterization of data complexity and the relationship with the classification accuracy. We study three dimensions of data complexity: the len...
FLAIRS
2007
13 years 9 months ago
2007
This paper presents a numerical association rule extraction method that is based on original quality measures which evaluate to what extent a numerical classification model behave...