Complete document clustering analysis with dimensionality reduction and optional clustering
Usage
analyze_document_clustering(
feature_matrix,
method = "UMAP",
clustering_method = "none",
...
)
Arguments
- feature_matrix
Feature matrix (documents x features)
- method
Dimensionality reduction method ("PCA", "t-SNE", "UMAP")
- clustering_method
Clustering method ("none", "kmeans", "hierarchical", "dbscan", "hdbscan")
- ...
Additional parameters for methods
Value
List containing coordinates, clusters, method info, and quality metrics
