glance.ESN {echos} | R Documentation |
Summary of trained models during random search
Description
Return summary statistics from trained ESN models during random
search as tibble
.
model
: Model identifier.loglik
: Log-likelihood.nobs
: Number of observations.df
: Effective degrees of freedom.lambda
: Regularization parameter.aic
: Akaike Information Criterion.aicc
: Corrected Akaike Information Criterion.bic
: Bayesian Information Criterion.hqc
: Hannan-Quinn Information Criterion.mse
: Mean Squared Error.mae
: Mean Absolute Error.
Usage
## S3 method for class 'ESN'
glance(x, ...)
Arguments
x |
An object of class |
... |
Currently not in use. |
Value
Summary statistics extracted from the object.
Examples
library(tsibble)
library(fable)
AirPassengers %>%
as_tsibble() %>%
model("ESN" = ESN(value)) %>%
glance()
[Package echos version 1.0.2 Index]