Retrieve the Mean Residual Deviance value

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".

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

# NOT RUN {
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)
# }