Statements (34)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Support Vector Classification algorithm
|
| gptkbp:canBe |
nonlinear data
linearly separable data |
| gptkbp:canUseKernel |
gptkb:algebra
gptkb:RBF linear sigmoid |
| gptkbp:developedBy |
gptkb:Chih-Chung_Chang
gptkb:Chih-Jen_Lin |
| gptkbp:firstAppearance |
LIBSVM 2001
|
| https://www.w3.org/2000/01/rdf-schema#label |
C-SVC
|
| gptkbp:implementedIn |
gptkb:LIBSVM
gptkb:scikit-learn |
| gptkbp:output |
class labels
decision function |
| gptkbp:parameter |
gptkb:university
gptkb:operating_system gamma C (regularization parameter) coef0 |
| gptkbp:partOf |
gptkb:Support_Vector_Machine
|
| gptkbp:relatedTo |
gptkb:epsilon-SVR
gptkb:nu-SVC one-class SVM |
| gptkbp:supports |
binary classification
multiclass classification |
| gptkbp:usedFor |
bioinformatics
pattern recognition image classification text classification |
| gptkbp:usedIn |
gptkb:machine_learning
|
| gptkbp:bfsParent |
gptkb:LIBSVM
gptkb:Support_Vector_Classification |
| gptkbp:bfsLayer |
7
|