h2o (version 3.2.0.3)

h2o.logloss: Retrieve the Log Loss Value

Description

Retrieves the log loss output for a H2OBinomialMetrics or H2OMultinomialMetrics object If "train", "valid", and "xval" parameters are FALSE (default), then the training Log Loss value is returned. If more than one parameter is set to TRUE, then a named vector of Log Losses are returned, where the names are "train", "valid" or "xval".

Usage

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

Arguments

object
a H2OModelMetrics object of the correct type.
train
Retrieve the training Log Loss
valid
Retrieve the validation Log Loss
xval
Retrieve the cross-validation Log Loss
...
Extra arguments to be passed if `object` is of type H2OModel (e.g. train=TRUE)