TREE-G: Decision Trees Contesting Graph Neural Networks

Keyphrases

• Decision Tree 100%
• Ease of Application 33%
• Explainability 33%
• Graph Kernel 33%
• Graph Learning Algorithm 33%
• Graph Neural Network 100%
• Graph Structure 66%
• Large Margin 33%
• Multiple Graphs 33%
• Neural Network Kernel 33%
• Node Features 33%
• Pointer Mechanism 33%
• Popular 33%
• Predictive Task 33%
• Split Function 100%
• Split Node 33%
• Tabular Data 66%
• Theoretical Properties 33%
• Topological Information 66%
• Tree Model 33%

Computer Science

• Data Model 33%
• Data Type 33%
• Decision Trees 100%
• Graph Neural Network 100%
• Learning Algorithm 33%
• Structured Data 33%

Mathematics

• Data Type 33%
• Decision Tree 100%
• Explainability 33%
• Neural Network 100%
• Structured Data 33%