2166 search results - page 131 / 434 » Support Vector Regression Machines |
131
Voted
MLDM
2007
Springer
15 years 9 months ago
2007
Springer
Support vector machine (SVM) has received much attention in feature selection recently because of its ability to incorporate kernels to discover nonlinear dependencies between feat...
121
Voted
ALT
2006
Springer
16 years 11 days ago
2006
Springer
Abstract. We propose a thresholded ensemble model for ordinal regression problems. The model consists of a weighted ensemble of confidence functions and an ordered vector of thres...
144
click to vote
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
It is common in classification methods to first place data in a vector space and then learn decision boundaries. We propose reversing that process: for fixed decision boundaries, ...
112
Voted
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
A logistic regression classification algorithm is developed for problems in which the feature vectors may be missing data (features). Single or multiple imputation for the missing...
115
Voted
NIPS
2007
15 years 4 months ago
2007
The notion of algorithmic stability has been used effectively in the past to derive tight generalization bounds. A key advantage of these bounds is that they are designed for spec...