calibration-class: calibration class object

In targeted: Targeted Inference

calibration class object

Description

The functions calibration returns an object of the class calibration.

An object of class 'calibration' is a list with at least the following components:

stepfun

estimated step-functions (see stepfun) for each class

classes

the unique classes

model

model/method type (string)

xy

list of data.frame's with predictions (pr) and estimated probabilities of success (only for 'bin' method)

Value

objects of the S3 class 'calibration'

S3 generics

The following S3 generic functions are available for an object of class targeted:

predict

Apply calibration to new data.

plot

Plot the calibration curves (reliability plot).

print

Basic print method.

See Also

calibration, calibrate

Examples

## See example(calibration) for examples

targeted documentation built on May 29, 2024, 2:08 a.m.