FindAUC.All: Calculate AUPRC or AUROC for mutiple datasets

In xnnba1984/DoubletCollection: Find doublets in scRNA-seq data

Calculate AUPRC or AUROC for mutiple datasets

Description

Calculate AUPRC and AUROC based on doublet scores and annotations for different doublet-detection methods on multiple datasets.

Usage

FindAUC.All(score.list.all, label.list, type)

Arguments

score.list.all	A list of doublet scores on multiple datasets.
label.list	A list of vectors of 0/1 doublet annotations.
type	A character of "AUPRC" or "AUROC".

Value

A list of AUPRCs or AUROCs of different doublet-detection methods on multiple datasets.

Examples

auprc.list.all <- FindAUC.All(score.list.all, label.list, 'AUPRC')

xnnba1984/DoubletCollection documentation built on Dec. 10, 2022, 11:13 a.m.