Package: caretForecast 0.1.1

Resul Akay

caretForecast: Conformal Time Series Forecasting Using State of Art Machine Learning Algorithms

Conformal time series forecasting using the caret infrastructure. It provides access to state-of-the-art machine learning models for forecasting applications. The hyperparameter of each model is selected based on time series cross-validation, and forecasting is done recursively.

Authors:Resul Akay [aut, cre]

caretForecast_0.1.1.tar.gz
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caretForecast_0.1.1.tgz(r-4.4-any)caretForecast_0.1.1.tgz(r-4.3-any)
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caretForecast.pdf |caretForecast.html
caretForecast/json (API)
NEWS

# Install 'caretForecast' in R:
install.packages('caretForecast', repos = c('https://akai01.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/akai01/caretforecast/issues

Datasets:
  • retail - Grouped sales data from an Australian Retailer
  • retail_wide - Sales data from an Australian Retailer in time series format

On CRAN:

caretconformal-predictiondata-scienceeconometricsforecastforecastingforecasting-modelsmachine-learningmacroeconometricsmicroeconometricstime-seriestime-series-forcastingtime-series-prediction

5.61 score 24 stars 4 packages 28 scripts 393 downloads 11 exports 88 dependencies

Last updated 2 years agofrom:d3b1159463. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 11 2024
R-4.5-winOKNov 11 2024
R-4.5-linuxOKNov 11 2024
R-4.4-winOKNov 11 2024
R-4.4-macOKNov 11 2024
R-4.3-winOKNov 11 2024
R-4.3-macOKNov 11 2024

Exports:%<>%%>%accuracyARmlautolayerautoplotconformalRegressorforecastget_var_impsplit_tssuggested_methods

Dependencies:caretclasscliclockcodetoolscolorspacecpp11curldata.tablediagramdigestdplyre1071fansifarverforeachforecastfracdifffuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsjsonliteKernSmoothlabelinglatticelavalifecyclelistenvlmtestlubridatemagrittrMASSMatrixmgcvModelMetricsmunsellnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrquadprogquantmodR6RColorBrewerRcppRcppArmadillorecipesreshape2rlangrpartscalesshapeSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetseriesTTRtzdburcautf8vctrsviridisLitewithrxtszoo