Other packages > Find by keyword >

mlexperiments  

Machine Learning Experiments
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mlexperiments", "1.0.0")



Attach the package and use:
library("mlexperiments")
Maintained by
Lorenz A. Kapsner
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-06-10
Latest Update: 2025-03-03
Description:
Provides 'R6' objects to perform parallelized hyperparameter optimization and cross-validation. Hyperparameter optimization can be performed with Bayesian optimization (via 'ParBayesianOptimization' ) and grid search. The optimized hyperparameters can be validated using k-fold cross-validation. Alternatively, hyperparameter optimization and validation can be performed with nested cross-validation. While 'mlexperiments' focuses on core wrappers for machine learning experiments, additional learner algorithms can be supplemented by inheriting from the provided learner base class.
How to cite:
Lorenz A. Kapsner (2023). mlexperiments: Machine Learning Experiments. R package version 1.0.0, https://cran.r-project.org/web/packages/mlexperiments. Accessed 06 Mar. 2026.
Previous versions and publish date:
0.0.2 (2023-06-10 15:50), 0.0.3 (2024-03-07 10:30), 0.0.4 (2024-07-05 10:30), 0.0.5 (2025-03-03 23:20), 0.0.6 (2025-09-06 15:50), 0.0.7 (2025-09-09 08:50), 0.0.8 (2025-10-15 14:50)
Other packages that cited mlexperiments R package
View mlexperiments citation profile
Other R packages that mlexperiments depends, imports, suggests or enhances
Complete documentation for mlexperiments
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency  
lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

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