evaluate: evaluation function for estimated cell type proportions

In chencxxy28/MultiRD: Multi-robust deconvolution algorithm

Description

Several evaluation metrics are provided, such as mean absolute deviance (MAD), concordance correlation coefficient (CCC), Pearson correlation coefficient (Pearson), given true cell type proportions,

Usage

evaluate(
est.prop,
true.prop
)

Arguments

est.prop	estimated cell type proportions
true.prop	true cell type proportions

Value

cell.type.eva	cell-type level evaluations based on MAD, CCC, and Pearson.
all.eva	Overall evaluations based on averaged MAD, CCC, and Pearson.

chencxxy28/MultiRD documentation built on Dec. 19, 2021, 3:03 p.m.