877 search results - page 7 / 176 » Selection of Subsets of Ordered Features in Machine Learning |
ICML
2002
IEEE
16 years 13 days ago
2002
IEEE
ALGORITHMICA
2006
14 years 11 months ago
2006
Classification is a key problem in machine learning/data mining. Algorithms for classification have the ability to predict the class of a new instance after having been trained on...
113
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UAI
2008
15 years 1 months ago
2008
Identifying co-varying causal elements in very high dimensional feature space with internal structures, e.g., a space with as many as millions of linearly ordered features, as one...
AIME
2009
Springer
15 years 3 months ago
2009
Springer
In this paper, we investigate the role of a biomedical dataset on the classification accuracy of an algorithm. We quantify the complexity of a biomedical dataset using five complex...
ACIVS
2009
Springer
15 years 6 months ago
2009
Springer
Abstract. Feature subset selection is an important subject when training classifiers in Machine Learning (ML) problems. Too many input features in a ML problem may lead to the so-...