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» Ensemble Methods in Machine Learning
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KDD
2006
ACM
153views Data Mining» more  KDD 2006»
16 years 4 months ago
Model compression
Often the best performing supervised learning models are ensembles of hundreds or thousands of base-level classifiers. Unfortunately, the space required to store this many classif...
Cristian Bucila, Rich Caruana, Alexandru Niculescu...
ICDM
2008
IEEE
120views Data Mining» more  ICDM 2008»
15 years 11 months ago
Prediction of Skin Penetration Using Machine Learning Methods
Improving predictions of the skin permeability coefficient is a difficult problem. It is also an important issue with the increasing use of skin patches as a means of drug deliv...
Yi Sun, Gary P. Moss, Maria Prapopoulou, Rod Adams...
APBC
2007
15 years 6 months ago
Inferring Gene Regulatory Networks by Machine Learning Methods
Jochen Supper, Holger Fröhlich, Christian Spi...