Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Kernel function
|
| gptkbp:alsoKnownAs |
Radial Basis Function kernel
|
| gptkbp:application |
gptkb:dictionary
gptkb:machine_learning pattern recognition regression |
| gptkbp:featureSpace |
infinite-dimensional
|
| gptkbp:form |
K(x, x') = exp(-||x - x'||^2 / (2σ^2))
|
| https://www.w3.org/2000/01/rdf-schema#label |
Gaussian Kernel
|
| gptkbp:measures |
Euclidean distance
|
| gptkbp:origin |
gptkb:probability_theory
statistics |
| gptkbp:parameter |
σ (sigma)
|
| gptkbp:property |
translation invariant
stationary positive definite |
| gptkbp:relatedTo |
gptkb:Mercer's_theorem
Gaussian function |
| gptkbp:usedIn |
gptkb:Kernel_Principal_Component_Analysis
gptkb:Support_Vector_Machines Gaussian Processes |
| gptkbp:bfsParent |
gptkb:Scale_Space
|
| gptkbp:bfsLayer |
6
|