MMoCHi - MultiModal Classification Hierarchy

MMoCHi is a hierarchical classification system designed for CITE-Seq data, but applicable to diverse single-cell sequencing modalities. It includes tools for:

  1. Integrating data of Antibody Derived Tag (ADT) expression
  2. High-confidence thresholding of cell populations using ADT expression, gene expression, and cell metadata
  3. Building a hierarchy of cell subset classifiers
  4. Training and evaluating random forest classifiers at each hierarchy level