adam_params {modeltime}R Documentation

Tuning Parameters for ADAM Models

Description

Tuning Parameters for ADAM Models

Usage

use_constant(values = c(FALSE, TRUE))

regressors_treatment(values = c("use", "select", "adapt"))

outliers_treatment(values = c("ignore", "use", "select"))

probability_model(
  values = c("none", "auto", "fixed", "general", "odds-ratio", "inverse-odds-ratio",
    "direct")
)

distribution(
  values = c("default", "dnorm", "dlaplace", "ds", "dgnorm", "dlnorm", "dinvgauss",
    "dgamma")
)

information_criteria(values = c("AICc", "AIC", "BICc", "BIC"))

select_order(values = c(FALSE, TRUE))

Arguments

values

A character string of possible values.

Details

The main parameters for ADAM models are:

Value

A dials parameter

A parameter

A parameter

A parameter

A parameter

A parameter

A parameter

A parameter

Examples

use_constant()

regressors_treatment()

distribution()



[Package modeltime version 1.2.8 Index]