ciStats: Estimators and 95CI

In FRESA.CAD: Feature Selection Algorithms for Computer Aided Diagnosis

Estimators and 95CI

Description

Bootstraped estimation of mean and 95CI

Usage

      metric95ci(metric,nss=1000,ssize=0)
      concordance95ci(datatest,nss=1000)
      sperman95ci(datatest,nss=4000)
      MAE95ci(datatest,nss=4000)
      ClassMetric95ci(datatest,nss=4000)

Arguments

datatest	A matrix whose first column is the model predictionground truth, and the second the prediction
nss	The number of bootstrap samples
metric	A vector with metric estimations
ssize	The maximim number of samples to use

Details

A set of auxiliary samples to bootstrap estimations of the 95CI

Value

the mean estimation of the metrics with its corresponding 95CI

Author(s)

Jose G. Tamez-Pena

See Also

randomCV

FRESA.CAD documentation built on Nov. 25, 2023, 1:07 a.m.