ALLIE: Active Learning on Large-scale Imbalanced Graphs

Keyphrases

• Active Learning 100%
• Graph Structure 75%
• Electronic Commerce 50%
• Rare Class 50%
• Reinforcement Learning Agent 50%
• Computation Time 25%
• Classification Model 25%
• Model Performance 25%
• Data Distribution 25%
• Search Space 25%
• F1 Score 25%
• Reward Function 25%
• Class Label 25%
• E-commerce Platform 25%
• Graph-based 25%
• Active Learning Methods 25%
• Benchmark Graphs 25%
• Public Dataset 25%
• Label Distribution 25%
• Graph Datasets 25%
• Online Websites 25%
• Class Classification 25%
• Class Imbalance 25%
• Majority Class 25%
• Node Classification 25%

Computer Science

• Active Learning 100%
• Reinforcement Learning 50%
• Learning Agent 50%
• Classification Models 25%
• Performance Model 25%
• Search Space 25%
• Commerce Website 25%
• Data Distribution 25%
• Computational Time 25%
• Based Active Learning 25%
• Class Classification 25%
• Node Classification 25%
• Label Distribution 25%
• Majority Class 25%
• Minority Class 25%