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- String_kernel abstract "In machine learning and data mining, a string kernel is a kernel function that operates on strings, i.e. finite sequences of symbols that need not be of the same length. String kernels can be intuitively understood as functions measuring the similarity of pairs of strings: the more similar two strings a and b are, the higher the value of a string kernel K(a, b) will be.Using string kernels with kernelized learning algorithms such as support vector machines allow such algorithms to work with strings, without having to translate these to fixed-length, real-valued feature vectors. String kernels are used in domains where sequence data are to be clustered or classified, e.g. in text mining and gene analysis.".
- String_kernel wikiPageID "27618564".
- String_kernel wikiPageRevisionID "587825097".
- String_kernel hasPhotoCollection String_kernel.
- String_kernel subject Category:Algorithms_on_strings.
- String_kernel subject Category:Kernel_methods_for_machine_learning.
- String_kernel subject Category:Natural_language_processing.
- String_kernel subject Category:String_similarity_measures.
- String_kernel type Abstraction100002137.
- String_kernel type Act100030358.
- String_kernel type Activity100407535.
- String_kernel type Algorithm105847438.
- String_kernel type ClassificationAlgorithms.
- String_kernel type Event100029378.
- String_kernel type Procedure101023820.
- String_kernel type PsychologicalFeature100023100.
- String_kernel type Rule105846932.
- String_kernel type YagoPermanentlyLocatedEntity.
- String_kernel comment "In machine learning and data mining, a string kernel is a kernel function that operates on strings, i.e. finite sequences of symbols that need not be of the same length.".
- String_kernel label "String kernel".
- String_kernel sameAs m.0c3x3fd.
- String_kernel sameAs Q7623983.
- String_kernel sameAs Q7623983.
- String_kernel sameAs String_kernel.
- String_kernel wasDerivedFrom String_kernel?oldid=587825097.
- String_kernel isPrimaryTopicOf String_kernel.