version
string
created
string
k_natural
int64
total_docs
int64
outliers_final
int64
config
dict
metrics
dict
features
dict
v22
2026-01-14T16:26:35.120473
51
3,268
466
{ "dedup_threshold": 0.7, "min_keywords_safe": 6, "mmr_diversity": 0.7, "umap_n_neighbors": 15, "hdbscan_min_cluster_size": 15 }
{ "topic_diversity": 0.6995305164319249, "inverted_rbo": 0.9815807656395892, "silhouette_score": 0.5787373781204224, "calinski_harabasz": 5847.391332261405, "davies_bouldin": 0.5078737156101497, "outlier_ratio": 0.14259485924112608, "mean_size": 54.94117647058823, "std_size": 42.76447662910204, "min_size": 15, "max_size": 217, "gini_coefficient": 0.3970273334173071, "n_topics": 51, "mean_distance": 0.10426239024582397, "min_distance": 0.025179385966025425, "max_distance": 0.19880091383958187, "std_distance": 0.030436561172130283, "we_centroid_distance": 0.10426239024582397, "we_pd_mean": 0.10426239024582397, "we_pd_min": 0.025179385966025425, "we_pd_max": 0.19880091383958187, "we_pd_std": 0.030436561172130283, "pairwise_jaccard_distance": 0.98910368593277, "mean_umass_coherence": -2.450978203477791, "mean_npmi_coherence": 0, "mean_cv_coherence": 0.0784313725490196 }
{ "model_saved": true, "all_visualizations": true, "hierarchical_topics": true, "temporal_analysis": true, "outlier_reduction": false, "mathematical_metrics": true }