format_values: format_values

In CalibratR: Mapping ML Scores to Calibrated Predictions

Description

returns formatted input. If specified, the uncalibrated input is mapped to the [0;1] range using scaling (scale_me) or transforming (transform_me)

Usage

format_values(cases, control, input, min = NULL, max = NULL, mean = NULL)

Arguments

cases	instances from class 1
control	instances from class 0
input	single integer (0, 1 or 2). specify if the input should be formatted (=0), formatted and scaled (=1) or formatted and transformed (=2)
min	min value of the original data set, default=calculated on input
max	max value of the original data set, default=calculated on input
mean	mean value of the original data set, default=calculated on input

Value

list object with the following components:

formated_values	formatted input. If input is set to 1 (2), the input is additionally scaled (transformed) using the method scale_me (transform_me)
min	minimum value among all instances
max	maximum value among all instances
mean	mean value among all instances

CalibratR documentation built on Aug. 19, 2019, 5:04 p.m.