error: Error functions

In egenn/rtemis: Machine Learning and Visualization

Error functions

Description

Convenience functions for calculating loss. These can be passed as arguments to learners that support custom loss functions.

Usage

mse(x, y, na.rm = TRUE)

msew(x, y, weights = rep(1, length(y)), na.rm = TRUE)

rmse(x, y, na.rm = TRUE)

mae(x, y, na.rm = TRUE)

Arguments

x	Vector of True values
y	Vector of Estimated values
na.rm	Logical: If TRUE, remove NA values before computation. Default = TRUE
weights	Float, vector: Case weights

egenn/rtemis documentation built on Nov. 22, 2024, 4:12 a.m.