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Daksh C Jain
Initial commit: EIS Topic Intelligence — UMAP+HDBSCAN+Mistral council, dark EIS theme, 23 clusters from Enterprise Information Systems corpus
c91d9b4 | { | |
| "selected_parameters": { | |
| "algorithm": "UMAP + HDBSCAN (external)", | |
| "umap_n_neighbors": 10, | |
| "umap_n_components": 5, | |
| "umap_metric": "cosine", | |
| "hdbscan_min_cluster_size": 8, | |
| "hdbscan_min_samples": null, | |
| "hdbscan_metric": "euclidean", | |
| "n_clusters": 23, | |
| "noise_ratio": 0.0, | |
| "min_size": 6, | |
| "max_size": 100, | |
| "too_small": 0, | |
| "too_large": 0, | |
| "silhouette_cosine": 0.082, | |
| "score": -0.082 | |
| }, | |
| "embedding": { | |
| "embedding_model": "allenai/specter2_base", | |
| "embedding_note": "SPECTER2 transformer embeddings from Title + Abstract; DOI retained as paper identifier." | |
| } | |
| } |