--- a +++ b/man/evaluate_linear.Rd @@ -0,0 +1,29 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/evaluation.R +\name{evaluate_linear} +\alias{evaluate_linear} +\title{Evaluate matrices of true targets and predictions from layer with linear activation.} +\usage{ +evaluate_linear(y_true, y_pred, label_names = NULL) +} +\arguments{ +\item{y_true}{Matrix of true labels.} + +\item{y_pred}{Matrix of predictions.} + +\item{label_names}{Names of corresponding labels. Length must be equal to number of columns of \code{y}.} +} +\value{ +A list of evaluation results. +} +\description{ +Compute MAE and MSE, given predictions and +true targets. Outputs columnwise average. +} +\examples{ +\dontshow{if (reticulate::py_module_available("tensorflow")) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} +y_true <- matrix(rnorm(n = 12), ncol = 3) +y_pred <- matrix(rnorm(n = 12), ncol = 3) +evaluate_linear(y_true, y_pred) +\dontshow{\}) # examplesIf} +}