plotRisk: Visualize the risk
In schalkdaniel/compboost: Efficient Component-Wise Boosting Implementation

plotRisk

R Documentation

Visualize the risk

Description

This function visualizes the risk during training. If validation data are given, then the train risk is plotted against the validation risk.

Usage

plotRisk(cboost)

Arguments

cboost

(Compboost)
A trained Compboost object.

Value

ggplot object containing the graphic.

Examples

cboost_no_valdat = boostSplines(data = iris, target = "Sepal.Length",
  loss = LossQuadratic$new())
plotRisk(cboost_no_valdat)

cboost_valdat = boostSplines(data = iris, target = "Sepal.Length",
  loss = LossQuadratic$new(), oob_fraction = 0.3)
plotRisk(cboost_valdat)

schalkdaniel/compboost documentation built on April 15, 2023, 9:03 p.m.