Retrieve the Mean Residual Deviance value — h2o.mean_residual

Retrieves the Mean Residual Deviance value from an H2O model. If "train", "valid", and "xval" parameters are FALSE (default), then the training Mean Residual Deviance value is returned. If more than one parameter is set to TRUE, then a named vector of Mean Residual Deviances are returned, where the names are "train", "valid" or "xval".

Usage

h2o.mean_residual_deviance(object, train = FALSE, valid = FALSE, xval = FALSE)

Arguments

object: An H2OModel object.
train: Retrieve the training Mean Residual Deviance
valid: Retrieve the validation Mean Residual Deviance
xval: Retrieve the cross-validation Mean Residual Deviance

Examples

if (FALSE) { # \dontrun{
library(h2o)

h <- h2o.init()
fr <- as.h2o(iris)

m <- h2o.deeplearning(x = 2:5, y = 1, training_frame = fr)

h2o.mean_residual_deviance(m)
} # }