A Unifying View of Explicit and Implicit Feature Maps for Structured Data: Systematic Studies of Graph Kernels.
Nils M. KriegeMarion NeumannChristopher MorrisKristian KerstingPetra MutzelPublished in: CoRR (2017)
Keyphrases
- graph kernels
- structured data
- feature maps
- kernel function
- information extraction
- relational data
- kernel methods
- metadata
- feature space
- feature vectors
- data sources
- support vector
- xml documents
- graph data
- data representation
- similarity matrix
- co occurrence
- graph databases
- support vector machine
- classification accuracy
- training data