Statements (34)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
|
| gptkbp:abbreviation |
gptkb:SVR
|
| gptkbp:application |
engineering
bioinformatics financial forecasting time series prediction |
| gptkbp:basedOn |
gptkb:Support_Vector_Machine
|
| gptkbp:canUseKernel |
gptkb:algebra
linear sigmoid radial basis function |
| gptkbp:category |
regression
supervised learning |
| gptkbp:hasConcept |
regularization
kernel trick support vectors epsilon-insensitive loss function |
| https://www.w3.org/2000/01/rdf-schema#label |
Support Vector Regression
|
| gptkbp:hyperparameter |
gptkb:operating_system
C gamma epsilon |
| gptkbp:implementedIn |
gptkb:TensorFlow
gptkb:MATLAB gptkb:LIBSVM gptkb:scikit-learn |
| gptkbp:introduced |
gptkb:Vladimir_Vapnik
|
| gptkbp:introducedIn |
1996
|
| gptkbp:relatedTo |
gptkb:Lasso_Regression
gptkb:Ridge_Regression gptkb:Support_Vector_Classification |
| gptkbp:usedFor |
statistical analysis
|
| gptkbp:bfsParent |
gptkb:Support_Vector_Classification
|
| gptkbp:bfsLayer |
7
|