72 search results - page 5 / 15 » Consistency of Random Forests and Other Averaging Classifier... |
SODA
2010
ACM
14 years 3 months ago
2010
ACM
We introduce the classified stable matching problem, a problem motivated by academic hiring. Suppose that a number of institutes are hiring faculty members from a pool of applican...
ICASSP
2008
IEEE
14 years 21 days ago
2008
IEEE
Bagging is an ensemble method that uses random resampling of a dataset to construct models. In classification scenarios, the random resampling procedure in bagging induces some c...
KDD
2007
ACM
14 years 6 months ago
2007
ACM
Data mining tasks such as supervised classification can often benefit from a large training dataset. However, in many application domains, privacy concerns can hinder the construc...
CIKM
2010
Springer
13 years 4 months ago
2010
Springer
Deploying a classifier to large-scale systems such as the web requires careful feature design and performance evaluation. Evaluation is particularly challenging because these larg...
ECCV
2004
Springer
14 years 8 months ago
2004
Springer
The traditional subspace-based approaches to segmentation (often referred to as multi-body factorization approaches) provide spatial clustering/segmentation by grouping together po...