aucprThreshold: Precision-Recall AUC threshold

In farrellja/URD: URD

Description

The AUC for a random classifier for a precision-recall curve is based on the number of cells in each population. This function determines the random AUC, multiplies it by an arbitrary factor (how much better than random must a classifier be?), and gives it an upper cap.

Usage

aucprThreshold(cells.1, cells.2, factor = 1, max.auc = Inf)

Arguments

cells.1	(Character vector) List of cells
cells.2	(Character vector) List of cells
factor	(Numeric) Factor to multiply AUC of random classifier by to determine threshold
max.auc	(Numeric) Upper limit of AUC threshold to return

Value

(Numeric) AUC threshold

farrellja/URD documentation built on June 17, 2020, 4:48 a.m.