Conformal Prediction for cell type annotation
Introduction | Installation | Preliminaries | Setup | Load data and cell ontology | Build the ontology | Preprocess data | Fit a classification model | Method 1: standard conformal inference | Algorithm | Obtain prediction matrices | Obtain conformal prediction sets | Method 2: exploit the cell ontology | Obtain hierarchical prediction sets | Visualization | R.session Info