Results & Analysis Portal
Graph Neural Network Analysis of Social Network Links
Welcome to the GNN Edge Prediction Results Portal. This site contains comprehensive analyses and visualizations from our Graph Neural Network experiments on Twitter network data.
Explore the different sections below to find performance matrices, interpretations, and detailed analyses across multiple graph types and feature encodings.
Quick overview of key findings and recommendations
Comprehensive interpretation of experimental findings, content vs. structure analysis, and dataset context
Primary network analysis with NSL variant
AUC-ROC scores for all model and feature combinations
Accuracy scores across all experiments
Standard network analysis variant
AUC-ROC scores for all model and feature combinations
Accuracy scores across all experiments
Retweet network analysis variant
AUC-ROC scores for all model and feature combinations
Accuracy scores across all experiments
Detailed descriptions and comparisons of different graph variants
Machine-readable results data in CSV format
Human-readable results summary