356 search results - page 14 / 72 » Model selection via the AUC |
NECO
1998
14 years 10 months ago
1998
In the statistical approach for self-organizing maps (SOMs), learning is regarded as an estimation algorithm for a Gaussian mixture model with a Gaussian smoothing prior on the ce...
89
Voted
JMLR
2006
14 years 11 months ago
2006
An ensemble is a group of learning models that jointly solve a problem. However, the ensembles generated by existing techniques are sometimes unnecessarily large, which can lead t...
82
Voted
CVPR
2007
IEEE
16 years 28 days ago
2007
IEEE
A well-built dataset is a necessary starting point for advanced computer vision research. It plays a crucial role in evaluation and provides a continuous challenge to stateof-the-...
97
Voted
SEW
2003
IEEE
15 years 4 months ago
2003
IEEE
Model-based software has become quite popular in recent years, making its way into a broad range of areas, including the aerospace industry. The models provide an easy graphical i...
85
Voted
ISNN
2005
Springer
15 years 4 months ago
2005
Springer
In least squares support vector (LS-SVM), the key challenge lies in the selection of free parameters such as kernel parameters and tradeoff parameter. However, when a large number ...