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Update README.md
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helabenkhalfallah authored Sep 15, 2024
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Expand Up @@ -154,8 +154,8 @@ a. **Graph-Level Metrics**
- High out-degree centrality indicates a module has many dependencies.
- **Louvain Communities**: Offers a visual representation of how modules are **naturally grouped based on interaction patterns**, providing insights into the system's modular structure and potential areas of high coupling or low cohesion.
- **Independent File Ratio**: `Independent File Ratio = 1 - Interaction Density(Louvain Modularity)` since **Louvain modularity captures the strength of interactions within communities**.
- **High Louvain Modularity**: This signifies strong interactions within communities, suggesting high coupling between files or modules within those groups. This implies lower "real modularity" as the components are more intertwined.
- **Low Louvain Modularity**: This indicates weaker interactions between communities, potentially suggesting looser coupling and a higher degree of "real modularity."
- **High Interaction Density (High Louvain Modularity)**: This signifies strong interactions within communities, suggesting high coupling between files or modules within those groups. This implies lower "real modularity" as the components are more intertwined.
- **Low Interaction Density (Low Louvain Modularity)**: This indicates weaker interactions between communities, potentially suggesting looser coupling and a higher degree of "real modularity."

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