reg_error: Regression Error Metrics

In egenn/rtemis: Machine Learning and Visualization

Regression Error Metrics

Description

Calculate error metrics for regression

Usage

reg_error(
  x,
  y,
  rho = FALSE,
  tau = FALSE,
  pct.red = FALSE,
  na.rm = FALSE,
  verbosity = 0
)

Arguments

x	Numeric vector: True values
y	Numeric vector: Predicted values
rho	Logical: If TRUE, calculate Spearman's rho
tau	Logical: If TRUE, calculate Kendall's tau
pct.red	Logical: If TRUE, calculate percent reduction in error
na.rm	Logical: If TRUE, remove NA values before computation
verbosity	Integer: If > 0, print messages to console

Value

Object of class regError

Author(s)

E.D. Gennatas

egenn/rtemis documentation built on Dec. 17, 2024, 6:16 p.m.