Consider a collection of documents with expert thematic model. To verify the adequacy of the expert model build an algorithmic model by hierarchical clustering text collections. The agglomerative and divisive clustering methods are investigated. The algorithmic model error in comparison to the expert model is estimated. The differences between expert model and algorithmic model are visualized.