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Results from different hyperparamenters for UMAP and HDBSCAN, using multilingua DistilBERT pre-trained model
Top level graph for QueryLab titles, with k=1, n_neighbor=10,min_cluster_size=5, min_samples=1
Top level graph for QueryLab titles, with k=2,n_neighbor=10,min_cluster_size=5, min_samples=1
Lower level graph for Carnevale in Livemmo, with k=2,n_neighbor=10,min_cluster_size=5, min_samples=1. All nodes are related to Carnival or festivals
Lower level graph for Storie di fantasmi nella Svizzera centrale, with k=2,n_neighbor=10,min_cluster_size=5, min_samples=1. All nodes are related to Swiss
Lower level graph for Preparazione di pane nero a Montecrestese, with k=2,n_neighbor=10,min_cluster_size=10, min_samples=1. English and Italian nodes
Lower level graph for Lavorazione delle ceramiche nella Valle dellOssola, with k=2,n_neighbor=10,min_cluster_size=10, min_samples=1. English and Italian nodes
2023/08/30