kernel methods

GPTKB entity

Statements (24)
Predicate Object
gptkbp:instanceOf machine learning technique
gptkbp:appliesTo bioinformatics
pattern recognition
image analysis
text mining
gptkbp:developedBy 1990s
gptkbp:enables nonlinear classification
nonlinear regression
feature space transformation
https://www.w3.org/2000/01/rdf-schema#label kernel methods
gptkbp:notableKernel linear kernel
polynomial kernel
radial basis function kernel
sigmoid kernel
gptkbp:relatedTo gptkb:Mercer's_theorem
gptkb:reproducing_kernel_Hilbert_space
kernel trick
gptkbp:usedIn gptkb:principal_component_analysis
regression
clustering
support vector machines
gptkbp:bfsParent gptkb:Bernhard_Schölkopf
gptkb:Theory_of_Machine_Learning
gptkbp:bfsLayer 4