metric95ci {FRESA.CAD}

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