stat_calib: The calib geom is used to create a calibration plot. The...

StatCalibrationR Documentation

The calib geom is used to create a calibration plot. The calibration plot is useful for describing the relationship between predicted probabilities and observed outcomes for a binary classifier, though the are also used for predictions of continuous measures (which will be handled later). Creating a calibration plot using a native ggplot2 geom is especially useful because it allows for adjustment of line color across groups of unequal sizes.

Description

The calib geom is used to create a calibration plot. The calibration plot is useful for describing the relationship between predicted probabilities and observed outcomes for a binary classifier, though the are also used for predictions of continuous measures (which will be handled later). Creating a calibration plot using a native ggplot2 geom is especially useful because it allows for adjustment of line color across groups of unequal sizes.

Usage

StatCalibration

Format

An object of class StatCalibration (inherits from Stat, ggproto, gg) of length 4.


gweissman/gmish documentation built on Feb. 21, 2025, 1:20 a.m.