877 search results - page 39 / 176 » Selection of Subsets of Ordered Features in Machine Learning |
117
Voted
ML
2002
ACM
15 years 3 months ago
2002
ACM
Model selection is an important ingredient of many machine learning algorithms, in particular when the sample size in small, in order to strike the right trade-off between overfitt...
159
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CCR
2006
15 years 3 months ago
2006
The identification of network applications through observation of associated packet traffic flows is vital to the areas of network management and surveillance. Currently popular m...
ICALT
2008
IEEE
15 years 10 months ago
2008
IEEE
This paper presents a task selection model for personalised educational instruction. The proposed model is based on the student expertise level and it takes into account performan...
160
Voted
ECAI
2010
Springer
15 years 1 months ago
2010
Springer
The proposed feature selection method aims to find a minimum subset of the most informative variables for classification/regression by efficiently approximating the Markov Blanket ...
ICIP
2005
IEEE
16 years 5 months ago
2005
IEEE
In this paper we discuss a general framework for feature selection based on nonparametric statistics. The three stage approach we propose is based on the assumption that the avail...