Package: modeltime.resample 0.3.0.9000

modeltime.resample: Resampling Tools for Time Series Forecasting
A 'modeltime' extension that implements forecast resampling tools that assess time-based model performance and stability for a single time series, panel data, and cross-sectional time series analysis.
Authors:
modeltime.resample_0.3.0.9000.tar.gz
modeltime.resample_0.3.0.9000.zip(r-4.7)modeltime.resample_0.3.0.9000.zip(r-4.6)modeltime.resample_0.3.0.9000.zip(r-4.5)
modeltime.resample_0.3.0.9000.tgz(r-4.6-any)modeltime.resample_0.3.0.9000.tgz(r-4.5-any)
modeltime.resample_0.3.0.9000.tar.gz(r-4.7-any)modeltime.resample_0.3.0.9000.tar.gz(r-4.6-any)
modeltime.resample_0.3.0.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
modeltime.resample/json (API)
NEWS
| # Install 'modeltime.resample' in R: |
| install.packages('modeltime.resample', repos = c('https://business-science.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/business-science/modeltime.resample/issues
Pkgdown/docs site:https://business-science.github.io
- m750_training_resamples_fitted - Time Series Cross Validation Resample Predictions
accuracy-metricsbacktestingbootstrapbootstrappingcross-validationforecastingmodeltimemodeltime-resampleresamplingstatisticstidymodelstime-series
Last updated from:27637d4a40. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | NOTE | 275 | ||
| source / vignettes | OK | 340 | ||
| linux-release-x86_64 | NOTE | 271 | ||
| macos-release-arm64 | NOTE | 146 | ||
| macos-oldrel-arm64 | NOTE | 207 | ||
| windows-devel | NOTE | 232 | ||
| windows-release | NOTE | 186 | ||
| windows-oldrel | NOTE | 236 | ||
| wasm-release | OK | 195 |
Exports::=.data%>%as_labelas_nameenquoenquosexprget_target_text_from_resamplesmdl_time_fit_resamplesmodeltime_fit_resamplesmodeltime_resample_accuracyplot_modeltime_resamplesplot_time_series_cv_plansymsymstime_series_cvtime_series_splittk_time_series_cv_planunnest_modeltime_resamples
Dependencies:abindanytimeaskpassbackportsbase64encBHbigDbitbit64bitopsbroombslibcachemcallrcheckmateclassclicliprclockcodetoolscolorspacecommonmarkconflictedcpp11crayoncrosstalkcurldata.tabledescdiagramdialsDiceDesigndigestdistributionaldoParalleldplyrdygraphsevaluateextraDistrfarverfastmapfontawesomeforcatsforeachforecastfracdifffsfurrrfuturefuture.applyGauProgenericsggplot2globalsgluegowergridExtragtgtablehardhathighrhmshtmltoolshtmlwidgetshttrinferinlineipredisobanditeratorsjanitorjquerylibjsonlitejuicyjuiceKernSmoothknitrlabelinglaterlatticelavalazyevallbfgslifecyclelistenvlitedownlmtestloolubridatemagrittrmarkdownMASSMatrixmatrixStatsmemoisemimemixoptmodeldatamodelenvmodeltimenlmennetnumDerivopensslotelpadrparallellyparsnippatchworkpillarpkgbuildpkgconfigplotlyposteriorprettyunitsprocessxprodlimprogressprogressrpromisesprophetpspurrrquadprogquantmodQuickJSRR6rappdirsRColorBrewerRcppRcppArmadilloRcppEigenRcppParallelRcppRollreactablereactRreadrrecipesrlangrmarkdownrpartrsamplerstanrstantoolsrstudioapiS7sassscalessfdshapeslidersnakecasesparsevctrssplitfngrSQUAREMStanHeadersstringistringrsurvivalsystailortensorAtibbletictoctidymodelstidyrtidyselecttimechangetimeDatetimetktinytextseriestsfeaturesTTRtunetzdburcautf8V8vctrsviridisLitevroomwarpwithrworkflowsworkflowsetsxfunxgboostxml2xtsyamlyardstickzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Gets the target variable as text from unnested resamples | get_target_text_from_resamples |
| Time Series Cross Validation Resample Predictions (Results) from the M750 Data (Training Set) | m750_training_resamples_fitted |
| Fits Models in a Modeltime Table to Resamples | modeltime_fit_resamples |
| Calculate Accuracy Metrics from Modeltime Resamples | modeltime_resample_accuracy |
| Interactive Resampling Accuracy Plots | plot_modeltime_resamples |
| Unnests the Results of Modeltime Fit Resamples | unnest_modeltime_resamples |
