877 search results - page 7 / 176 » Selection of Subsets of Ordered Features in Machine Learning |
170
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ALGORITHMICA
2006
15 years 6 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...
186
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UAI
2008
15 years 7 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...
155
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AIME
2009
Springer
15 years 10 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...
158
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ACIVS
2009
Springer
16 years 17 days 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-...