Statements (31)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
|
| gptkbp:advantage |
controls number of margin errors
direct control over support vectors |
| gptkbp:basedOn |
support vector machine
|
| gptkbp:category |
statistical analysis
supervised learning |
| gptkbp:fullName |
nu-Support Vector Regression
|
| https://www.w3.org/2000/01/rdf-schema#label |
nu-SVR
|
| gptkbp:hyperparameter |
gptkb:operating_system
C epsilon nu |
| gptkbp:implementedIn |
gptkb:LIBSVM
gptkb:scikit-learn |
| gptkbp:introduced |
gptkb:Bernhard_Schölkopf
Alex J. Smola |
| gptkbp:introducedIn |
2000
|
| gptkbp:kernelType |
gptkb:algebra
gptkb:RBF linear sigmoid |
| gptkbp:parameter |
gptkb:operating_system
C epsilon nu |
| gptkbp:publishedIn |
Advances in Large Margin Classifiers
|
| gptkbp:relatedTo |
gptkb:SVM
gptkb:SVR |
| gptkbp:usedFor |
regression
|
| gptkbp:bfsParent |
gptkb:LIBSVM
|
| gptkbp:bfsLayer |
7
|