TREE-G: Decision Trees Contesting Graph Neural Networks.
Maya Bechler-SpeicherAmir GlobersonRan Gilad-BachrachPublished in: AAAI (2024)
Keyphrases
- decision trees
- neural network
- fuzzy decision trees
- decision tree learning
- tree construction
- graph structure
- spanning tree
- tree structure
- minimum spanning tree
- tree shaped
- classification trees
- leaf nodes
- hierarchical data structure
- decision tree classifiers
- multivariate decision trees
- decision tree induction
- predictive accuracy
- bipartite graph
- back propagation
- weighted graph
- maximum weight
- graph representation
- pattern recognition
- naive bayes
- fuzzy logic
- graph model
- graph theory
- recurrent neural networks
- graph mining
- reachability queries
- artificial neural networks
- decision tree learning algorithm
- regression trees
- rule extraction
- clique tree
- maximal cliques
- random walk
- machine learning
- induction algorithms
- decision rules
- pruning algorithm
- decision forest
- neural network model
- nearest neighbour
- query processing
- graph theoretic
- self organizing maps
- undirected graph
- random forests
- directed graph
- feature selection
- b tree