Other packages > Find by keyword >

CAST  

'caret' Applications for Spatial-Temporal Models
View on CRAN: Click here


Download and install CAST package within the R console
Install from CRAN:
install.packages("CAST")

Install from Github:
library("remotes")
install_github("cran/CAST")

Install by package version:
library("remotes")
install_version("CAST", "1.0.2")



Attach the package and use:
library("CAST")
Maintained by
Hanna Meyer
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-01-09
Latest Update: 2024-01-09
Description:
Supporting functionality to run 'caret' with spatial or spatial-temporal data. 'caret' is a frequently used package for model training and prediction using machine learning. CAST includes functions to improve spatial or spatial-temporal modelling tasks using 'caret'. It includes the newly suggested 'Nearest neighbor distance matching' cross-validation to estimate the performance of spatial prediction models and allows for spatial variable selection to selects suitable predictor variables in view to their contribution to the spatial model performance. CAST further includes functionality to estimate the (spatial) area of applicability of prediction models. Methods are described in Meyer et al. (2018) ; Meyer et al. (2019) ; Meyer and Pebesma (2021) ; Mil
How to cite:
Hanna Meyer (2018). CAST: 'caret' Applications for Spatial-Temporal Models. R package version 1.0.2, https://cran.r-project.org/web/packages/CAST. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.0 (2018-01-09 12:25), 0.2.0 (2018-05-03 11:37), 0.2.1 (2018-07-12 13:20), 0.3.0 (2018-10-11 06:30), 0.3.1 (2018-11-19 12:10), 0.4.0 (2020-04-06 18:22), 0.4.1 (2020-05-19 16:50), 0.4.2 (2020-07-17 14:32), 0.5.0 (2021-02-19 13:30), 0.5.1 (2021-04-07 15:20), 0.6.0 (2022-03-17 14:20), 0.7.0 (2022-08-24 11:32), 0.7.1 (2023-02-04 11:02), 0.8.0 (2023-05-21 12:10), 0.8.1 (2023-05-30 14:00), 0.9.0 (2024-01-09 06:40), 1.0.0 (2024-04-08 13:53), 1.0.1 (2024-04-25 19:10)
Other packages that cited CAST R package
View CAST citation profile
Other R packages that CAST depends, imports, suggests or enhances
Complete documentation for CAST
Functions, R codes and Examples using the CAST R package
Some associated functions: CAST . CreateSpacetimeFolds . aoa . bss . calibrate_aoa . ffs . global_validation . nndm . plot . plot_ffs . plot_geodist . print . trainDI . 
Some associated R codes: CAST-package.R . CreateSpacetimeFolds.R . aoa.R . bss.R . calibrate_aoa.R . ffs.R . global_validation.R . nndm.R . plot.R . plot_ffs.R . plot_geodist.R . print.R . trainDI.R .  Full CAST package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA