estimates: Estimate error using a chosen method

In mrfoliveira/Evaluation-procedures-for-forecasting-with-spatio-temporal-data: Evaluation procedures for forecasting with spatio-temporal data

Description

Estimate error using a chosen method

Usage

estimates(data, form, estimator = "kf_xval", est.pars = list(nfolds =
  10, fold.alloc.proc = "Trand_SPrand"), workflow = "simple_workflow",
  wf.pars = NULL, evaluator = "evaluate", eval.pars = NULL,
  seed = 1234)

Arguments

data	a data frame
form	a formula for learning
estimator	the name of an error estimator function
est.pars	a named list of arguments to feed to estimator
workflow	the name of the workflow to use for making predictions
wf.pars	a named list of arguments to feed to workflow
evaluator	the name of the function to use to calculate evaluation results
eval.pars	a named list of arguments to feed to evaluator
seed	a seed to set before performing estimates

Value

The results of evaluator after applying estimator to the learning task

mrfoliveira/Evaluation-procedures-for-forecasting-with-spatio-temporal-data documentation built on April 11, 2021, 10:50 a.m.