estimates: Estimate error using a chosen method

In mrfoliveira/STResampling-JDSA2020: Biased Resampling Strategies for Imbalanced Spatio-Temporal Forecasting

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/STResampling-JDSA2020 documentation built on June 28, 2021, 7:01 p.m.