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DSAM  

Data Splitting Algorithms for Model Developments
View on CRAN: Click here


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

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

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



Attach the package and use:
library("DSAM")
Maintained by
Junyi Chen
[Scholar Profile | Author Map]
First Published: 2023-08-16
Latest Update: 2024-01-29
Description:
Providing six different algorithms that can be used to split the available data into training, test and validation subsets with similar distribution for hydrological model developments. The dataSplit() function will help you divide the data according to specific requirements, and you can refer to the par.default() function to set the parameters for data splitting. The getAUC() function will help you measure the similarity of distribution features between the data subsets. For more information about the data splitting algorithms, please refer to: Chen et al. (2022) , Zheng et al. (2022) .
How to cite:
Junyi Chen (2023). DSAM: Data Splitting Algorithms for Model Developments. R package version 1.0.2, https://cran.r-project.org/web/packages/DSAM. Accessed 23 Feb. 2025.
Previous versions and publish date:
1.0.0 (2023-08-16 08:42), 1.0.1 (2023-08-19 01:42)
Other packages that cited DSAM R package
View DSAM citation profile
Other R packages that DSAM depends, imports, suggests or enhances
Complete documentation for DSAM
Functions, R codes and Examples using the DSAM R package
Full DSAM package functions and examples
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