89 search results - page 4 / 18 » Using Validation Sets to Avoid Overfitting in AdaBoost |
SDM
2008
SIAM
14 years 9 days ago
2008
SIAM
Cross validation allows models to be tested using the full training set by means of repeated resampling; thus, maximizing the total number of points used for testing and potential...
BMCBI
2004
13 years 10 months ago
2004
Background: Detailed knowledge of the subcellular location of each expressed protein is critical to a full understanding of its function. Fluorescence microscopy, in combination w...
ICRA
2006
IEEE
14 years 4 months ago
2006
IEEE
— In this paper, we consider the problem of exploring an unknown environment with a team of mobile robots. One of the key issues in multi-robot exploration is how to assign targe...
BICOB
2009
Springer
14 years 5 months ago
2009
Springer
Abstract. With the availability of hundreds and soon-to-be thousands of complete genomes, the construction of genome-scale metabolic models for these organisms has attracted much a...
SDM
2010
SIAM
14 years 10 days ago
2010
SIAM
We give a permutation approach to validation (estimation of out-sample error). One typical use of validation is model selection. We establish the legitimacy of the proposed permut...