Accounting for cell type hierarchy in evaluating single cell RNA-seq clustering
Accounting for cell type hierarchy in evaluating single cell RNA-seq clustering
Cell clustering is one of the most common routines in single cell RNA-seq data analyses, for which a number of specialized methods are available. The evaluation of these methods ignores an important biological characteristic that the structure for a population of cells is hierarchical, which could result in misleading evaluation results.