get_performance: Get model performace, sensitivity, sepcificity and others

In ProfessionalFarmer/loonR: Common function in bioinformatics analysis

Get model performace, sensitivity, sepcificity and others

Description

Get model performace, sensitivity, sepcificity and others

Usage

get_performance(
  pred,
  labels,
  best.cutoff = NA,
  digit = 2,
  boot.n = 2000,
  specify.sen = NULL,
  specify.spe = NULL,
  OR = F
)

Arguments

pred	Predicted score
labels	T/F label
digit	2 for 0.01, 3 for 0.001
boot.n	Default 2000
specify.sen	User can input one or more specific sensitivity
specify.spe	User can input one or more specific specificity
OR	Default F. If calculate OR or not

Examples

risk.probability = c(1:10)
labels = rep(c(1,0,1),c(2,6,2))
loonR::get_performance(risk.probability, labels)

ProfessionalFarmer/loonR documentation built on Oct. 9, 2024, 9:56 p.m.