Spatiotemporal Resampling Methods for 'mlr3'


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Documentation for package ‘mlr3spatiotempcv’ version 0.3.0

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mlr3spatiotempcv-package mlr3spatiotempcv: Spatiotemporal Resampling Methods for 'mlr3'
autoplot.ResamplingCV Visualization Functions for Non-Spatial CV Methods.
autoplot.ResamplingRepeatedCV Visualization Functions for Non-Spatial CV Methods.
autoplot.ResamplingRepeatedSpCVBlock Visualization Functions for SpCV Block Methods.
autoplot.ResamplingRepeatedSpCVCoords Visualization Functions for SpCV Coords Methods.
autoplot.ResamplingRepeatedSpCVEnv Visualization Functions for SpCV Env Methods.
autoplot.ResamplingRepeatedSptCVCluto Visualization Functions for SptCV Cluto Methods.
autoplot.ResamplingRepeatedSptCVCstf Visualization Functions for SptCV Cstf Methods.
autoplot.ResamplingSpCVBlock Visualization Functions for SpCV Block Methods.
autoplot.ResamplingSpCVBuffer Visualization Functions for SpCV Buffer Methods.
autoplot.ResamplingSpCVCoords Visualization Functions for SpCV Coords Methods.
autoplot.ResamplingSpCVEnv Visualization Functions for SpCV Env Methods.
autoplot.ResamplingSptCVCluto Visualization Functions for SptCV Cluto Methods.
autoplot.ResamplingSptCVCstf Visualization Functions for SptCV Cstf Methods.
cookfarm_sample Cookfarm Profiles Regression Task
diplodia Diplodia Classification Task
ecuador Ecuador Classification Task
mlr3spatiotempcv mlr3spatiotempcv: Spatiotemporal Resampling Methods for 'mlr3'
mlr_tasks_cookfarm Cookfarm Profiles Regression Task
mlr_tasks_diplodia Diplodia Classification Task
mlr_tasks_ecuador Ecuador Classification Task
plot.ResamplingCV Visualization Functions for Non-Spatial CV Methods.
plot.ResamplingRepeatedCV Visualization Functions for Non-Spatial CV Methods.
plot.ResamplingRepeatedSpCVBlock Visualization Functions for SpCV Block Methods.
plot.ResamplingRepeatedSpCVCoords Visualization Functions for SpCV Coords Methods.
plot.ResamplingRepeatedSpCVEnv Visualization Functions for SpCV Env Methods.
plot.ResamplingRepeatedSptCVCluto Visualization Functions for SptCV Cluto Methods.
plot.ResamplingRepeatedSptCVCstf Visualization Functions for SptCV Cstf Methods.
plot.ResamplingSpCVBlock Visualization Functions for SpCV Block Methods.
plot.ResamplingSpCVBuffer Visualization Functions for SpCV Buffer Methods.
plot.ResamplingSpCVCoords Visualization Functions for SpCV Coords Methods.
plot.ResamplingSpCVEnv Visualization Functions for SpCV Env Methods.
plot.ResamplingSptCVCluto Visualization Functions for SptCV Cluto Methods.
plot.ResamplingSptCVCstf Visualization Functions for SptCV Cstf Methods.
ResamplingRepeatedSpCVBlock Repeated Spatial Cross Validation Resampling
ResamplingRepeatedSpCVCoords Repeated Spatial Cross Validation Resampling
ResamplingRepeatedSpCVEnv Repeated Environmental Block Cross Validation Resampling
ResamplingRepeatedSptCVCluto Repeated Spatiotemporal Cluster Resampling
ResamplingRepeatedSptCVCstf Repeated "Leave-location-and-time-out" resampling.
ResamplingSpCVBlock Spatial Block Cross Validation Resampling
ResamplingSpCVBuffer Spatial Buffer Cross Validation Resampling
ResamplingSpCVCoords Spatial Cross Validation Resampling
ResamplingSpCVEnv Environmental Block Cross Validation Resampling
ResamplingSptCVCluto Spatioemporal Cluster Resampling
ResamplingSptCVCstf "Leave-location-and-time-out" resampling.
TaskClassifST SpatioTemporal Classification Task
TaskRegrST SpatioTemporal Regression Task