Package: predicts 0.1-15

Robert J. Hijmans

predicts: Spatial Prediction Tools

Methods for spatial predictive modeling, especially for spatial distribution models. This includes algorithms for model fitting and prediction, as well as methods for model evaluation.

Authors:Robert J. Hijmans [cre, aut], Steven Phillips [ctb], Márcia Barbosa [ctb], Chris Brunsdon [ctb], Barry Rowlingson [ctb]

predicts_0.1-15.tar.gz
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predicts.pdf |predicts.html
predicts/json (API)

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

Peer review:

Bug tracker:https://github.com/rspatial/predicts/issues

On CRAN:

22 exports 10 stars 6.48 score 2 dependencies 5 dependents 50 scripts 1.0k downloads

Last updated 2 days agofrom:dbbfbaebfc. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 03 2024
R-4.5-winNOTEOct 03 2024
R-4.5-linuxNOTEOct 03 2024
R-4.4-winNOTEOct 03 2024
R-4.4-macNOTEOct 03 2024
R-4.3-winNOTEOct 03 2024
R-4.3-macNOTEOct 03 2024

Exports:backgroundSamplebcvarscm_evaluatedividerenvelopefoldsgeometryhullModelMaxEntmesspa_evaluatepartialResponsepartialResponse2plotpredictpwd_samplepycnophyRMSERMSE_nullstripperthresholdvarImportance

Dependencies:Rcppterra

Readme and manuals

Help Manual

Help pageTopics
Spatial predictionpredicts-package predicts
Random pointsbackgroundSample
bioclimatic variablesbcvars bcvars,matrix,matrix,matrix-method bcvars,numeric,numeric,numeric-method bcvars,SpatRaster,SpatRaster,SpatRaster-method
Model evaluation with a confusion matrixcm_evaluate
Divide polygons into equal area partsdivider stripper
Fit a (climate) envelope model and make predictionsenvelope envelope,data.frame-method envelope,matrix-method envelope,SpatRaster-method envelope_model-class
Make folds for k-fold partitioningfolds
hull modelgeometry geometry,hull_model-method hullModel hullModel,data.frame-method hullModel,matrix-method hullModel,SpatVector-method hull_model-class plot,hull_model,missing-method
MaxEntMaxEnt MaxEnt,data.frame,numeric-method MaxEnt,missing,missing-method MaxEnt,SpatRaster,ANY-method MaxEnt,SpatRaster,SpatVector-method MaxEnt_model-class MaxEnt_model_replicates-class
Multivariate environmental similarity surfaces (MESS)mess mess,data.frame-method mess,SpatRaster-method
Presence/absence Model evaluationpaModelEvaluation-class pa_evaluate plot,paModelEvaluation,ANY-method
Get partial response datapartialResponse partialResponse2
Plot predictor valuesplot,envelope_model,missing-method plot,MaxEnt_model,ANY-method
Spatial model predictionspredict predict,envelope_model-method predict,hull_model-method predict,MaxEnt_model-method predict,MaxEnt_model_replicates-method
Pair-wise distance samplingpwd_sample
Pycnophylactic interpolation.pycnophy
Root Mean Square ErrorRMSE RMSE_null
Class "SDM"SDM-class
Find a thresholdthreshold threshold,paModelEvaluation-method
Get variable importancevarImportance