Statements (26)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Machine learning technique
|
| gptkbp:appliesTo |
gptkb:Bioinformatics
Image analysis Pattern recognition Text mining |
| gptkbp:developedBy |
1990s
|
| gptkbp:enables |
Implicit feature mapping
Nonlinear learning |
| https://www.w3.org/2000/01/rdf-schema#label |
Kernel methods
|
| gptkbp:inventedBy |
gptkb:Alexey_Chervonenkis
gptkb:Vladimir_Vapnik |
| gptkbp:notableExample |
Gaussian kernel
Polynomial kernel Sigmoid kernel Linear kernel |
| gptkbp:originatedIn |
Statistical learning theory
|
| gptkbp:prevention |
Explicit computation in high-dimensional space
|
| gptkbp:relatedTo |
gptkb:Mercer's_theorem
Reproducing kernel Hilbert space |
| gptkbp:usedIn |
gptkb:Principal_component_analysis
Regression Clustering Support vector machines |
| gptkbp:uses |
Kernel function
|
| gptkbp:bfsParent |
gptkb:Radial_Basis_Function
|
| gptkbp:bfsLayer |
7
|