2166 search results - page 131 / 434 » Support Vector Regression Machines |
107
Voted
MLDM
2007
Springer
15 years 7 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...
98
Voted
ALT
2006
Springer
15 years 9 months 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...
116
Voted
ICML
2005
IEEE
16 years 1 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, ...
84
Voted
ICML
2005
IEEE
16 years 1 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...
94
Voted
NIPS
2007
15 years 2 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...