Other packages > Find by keyword >

blockCV  

Spatial and Environmental Blocking for K-Fold and LOO Cross-Validation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("blockCV", "3.1-3")



Attach the package and use:
library("blockCV")
Maintained by
Roozbeh Valavi
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-02-23
Latest Update: 2023-06-04
Description:
Creating spatially or environmentally separated folds for cross-validation to provide a robust error estimation in spatially structured environments; Investigating and visualising the effective range of spatial autocorrelation in continuous raster covariates and point samples to find an initial realistic distance band to separate training and testing datasets spatially described in Valavi, R. et al. (2019) .
How to cite:
Roozbeh Valavi (2020). blockCV: Spatial and Environmental Blocking for K-Fold and LOO Cross-Validation. R package version 3.1-3, https://cran.r-project.org/web/packages/blockCV
Previous versions and publish date:
2.1.1 (2020-02-23 21:00), 2.1.4 (2021-06-17 06:50), 3.0-0 (2023-02-06 12:42), 3.1-1 (2023-04-08 11:00), 3.1-2 (2023-05-20 14:40)
Other packages that cited blockCV R package
View blockCV citation profile
Other R packages that blockCV depends, imports, suggests or enhances
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

steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns