evaluation function for estimated cell type proportions

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

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.