Statements (18)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
|
| gptkbp:complexity |
O(1/ε)
|
| gptkbp:field |
gptkb:machine_learning
|
| gptkbp:fullName |
gptkb:Primal_Estimated_sub-GrAdient_SOlver_for_SVM
|
| https://www.w3.org/2000/01/rdf-schema#label |
PEGASOS
|
| gptkbp:input |
labeled data
|
| gptkbp:introduced |
gptkb:Shai_Shalev-Shwartz
gptkb:Yoram_Singer |
| gptkbp:introducedIn |
2007
|
| gptkbp:notableFor |
efficient SVM training
|
| gptkbp:openSource |
gptkb:LIBLINEAR
gptkb:scikit-learn |
| gptkbp:optimizedFor |
stochastic sub-gradient descent
|
| gptkbp:output |
linear classifier
|
| gptkbp:publishedIn |
gptkb:ICML_2007
|
| gptkbp:usedFor |
support vector machines
|
| gptkbp:bfsParent |
gptkb:Primal_Estimated_sub-GrAdient_SOlver_for_SVM
|
| gptkbp:bfsLayer |
8
|