344 search results - page 11 / 69 » Remainder Subset Awareness for Feature Subset Selection |
78
Voted
TNN
2008
14 years 11 months ago
2008
In this paper, we argue that for a C-class classification problem, C 2-class classifiers, each of which discriminating one class from the other classes and having a characteristic ...
115
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PAKDD
2000
ACM
15 years 3 months ago
2000
ACM
In clustering, global feature selection algorithms attempt to select a common feature subset that is relevant to all clusters. Consequently, they are not able to identify individu...
ICML
1996
IEEE
16 years 14 days ago
1996
IEEE
In this paper, we examine a method for feature subset selection based on Information Theory. Initially, a framework for de ning the theoretically optimal, but computationally intr...
85
Voted
RSCTC
2000
Springer
15 years 3 months ago
2000
Springer
Feature selection is used to improve performance of learning algorithms by finding a minimal subset of relevant features. Since the process of feature selection is computationally ...
ICPR
2000
IEEE
15 years 4 months ago
2000
IEEE
A new sub-optimal subset search method for feature selection is introduced. As opposed to other till now known subset selection methods the oscillating search is not dependent on ...