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» Dimensionality Reduction for Classification
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MCS
2001
Springer
15 years 6 months ago
Input Decimation Ensembles: Decorrelation through Dimensionality Reduction
Using an ensemble of classifiers instead of a single classifier has been shown to improve generalization performance in many machine learning problems [4, 16]. However, the exten...
Nikunj C. Oza, Kagan Tumer
APPROX
2008
Springer
83views Algorithms» more  APPROX 2008»
15 years 4 months ago
Near Optimal Dimensionality Reductions That Preserve Volumes
Avner Magen, Anastasios Zouzias