Induction of Decision Trees based on Generalized Graph Queries.
Pedro Almagro-BlancoFernando Sancho-CaparriniPublished in: CoRR (2017)
Keyphrases
- decision trees
- continuous valued attributes
- constructive induction
- rule induction
- query evaluation
- machine learning
- query language
- query processing
- web search engines
- database
- efficient processing
- complex queries
- graph structure
- attribute oriented
- disk resident
- induction algorithms
- multivariate decision trees
- range queries
- data sources
- retrieval systems
- response time
- decision rules
- structured data
- graph theory
- directed acyclic graph
- random walk
- graph databases
- graph data
- user queries
- classification rules
- training data
- graph representation
- graph mining
- weighted graph
- inductive learning
- spanning tree
- decision tree learning
- real world graphs
- web search
- reachability queries
- query logs
- information retrieval