h2o.rmsle: Retrieve the Root Mean Squared Log Error

In h2o: R Interface for the 'H2O' Scalable Machine Learning Platform

Retrieve the Root Mean Squared Log Error

Description

Retrieves the root mean squared log error (RMSLE) value from an H2O model. If "train", "valid", and "xval" parameters are FALSE (default), then the training rmsle value is returned. If more than one parameter is set to TRUE, then a named vector of rmsles are returned, where the names are "train", "valid" or "xval".

Usage

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

Arguments

object	An H2OModel object.
train	Retrieve the training rmsle
valid	Retrieve the validation set rmsle if a validation set was passed in during model build time.
xval	Retrieve the cross-validation rmsle

Examples

## Not run: 
library(h2o)

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

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

h2o.rmsle(m)

## End(Not run)

h2o documentation built on May 29, 2024, 4:26 a.m.