eis-topic-intelligence / outputs /run_metadata.json
Daksh C Jain
Initial commit: EIS Topic Intelligence — UMAP+HDBSCAN+Mistral council, dark EIS theme, 23 clusters from Enterprise Information Systems corpus
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{
"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."
}
}