19 search results - page 1 / 4 » On the Dangers of Cross-Validation. An Experimental Evaluati... |
SDM
2008
SIAM
13 years 6 months 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...
IJBRA
2007
13 years 4 months ago
2007
: For microarray based cancer classification, feature selection is a common method for improving classifier generalisation. Most wrapper methods use cross validation methods to eva...
ISMAR
2005
IEEE
2005
IEEE
Experimental Evaluation of an Augmented Reality Visualization for Directing a Car Driver's Attention
13 years 10 months ago
With recent advances of Head-up Display technology in cars, Augmented Reality becomes interesting in supporting the driving task to guide a driver’s attention. We have set up an...
ICMCS
2006
IEEE
13 years 10 months ago
2006
IEEE
In this paper, we present a new speaker diarization system that improves the accuracy of traditional hierarchical clustering-based methods with little increase in computational co...
GCB
2004
Springer
13 years 10 months ago
2004
Springer
Abstract: We report on a model for the interaction of chimeric melanocortin Gprotein coupled receptors with peptide ligands using the rough set approach. Rough sets generate If-The...