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The Top 23 R Cross Validation Open Source Projects

Open source projects categorized as R Cross Validation

Categories > Cross Validation

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The blockCV package creates spatially or environmentally separated training and testing folds for cross-validation to provide a robust error estimation in spatially structured environments. See

dependent packages 6total releases 6most recent commit a year ago

Spatial Modelling for Data Scientists

most recent commit a year ago

Glmnetutils ⭐ 62

Utilities for glmnet

dependent packages 6total releases 12most recent commit 8 months ago

Mlr3spatiotempcv ⭐ 47

Spatiotemporal resampling methods for mlr3

most recent commit 3 months ago

🤠 📿 The Highly Adaptive Lasso

dependent packages 3total releases 7most recent commit 5 months ago

Subsemble ⭐ 39

subsemble R package for ensemble learning on subsets of data

most recent commit 2 years ago

Resamplr ⭐ 34

R package cross-validation, bootstrap, permutation, and rolling window resampling techniques for the tidyverse.

most recent commit 6 years ago

🎲 🔮 Comprehensive Cross-Validation Engine

dependent packages 7total releases 6most recent commit 2 years ago

Groupdata2 ⭐ 24

R-package: Methods for dividing data into groups. Create balanced partitions and cross-validation folds. Perform time series windowing and general grouping and splitting of data. Balance existing groups with up- and downsampling or collapse them to fewer groups.

dependent packages 3total releases 13most recent commit 10 months ago

Computationally efficient confidence intervals for cross-validated AUC estimates in R

dependent packages 8total releases 5most recent commit 2 years ago

Modeltime.resample ⭐ 17

Resampling Tools for Time Series Forecasting with Modeltime

dependent packages 3total releases 4most recent commit 4 months ago

Introduction To Machine Learning ⭐ 17

A document covering machine learning basics. 🤖📊

most recent commit 5 years ago

Sperrorest ⭐ 17

Spatial error estimation and variable importance

dependent packages 1total releases 11most recent commit a year ago

Assignpop ⭐ 15

Population Assignment using Genetic, Non-genetic or Integrated Data in a Machine-learning Framework. Methods in Ecology and Evolution. 2018;9:439–446.

most recent commit 2 years ago

Cvcovest ⭐ 11

An R package for assumption-lean covariance matrix estimation in high dimensions

dependent packages 2total releases 10most recent commit 10 months ago

Splittools ⭐ 10

Light weight R package to do fast data splitting for cross-validation or train/valid/test splits

total releases 5most recent commit a year ago

Archived repo - This R Package is not developed anymore (only maintenance). It was replaced by R package rchemo

most recent commit a year ago

2024 BreedWheat Genomic Selection pipeline

most recent commit 4 months ago

Classification_churn_with_parsnip ⭐ 8

Modelling with Tidymodels and Parsnip - A Tidy Approach to a Classification Problem

most recent commit 4 years ago

Nested Cross Validation Comparison ⭐ 7

Experimenting with various implementations and methods of nested cross-validation in R and Python

most recent commit a year ago

Learn to use Support Vector Machines in Python(sklearn) and R

most recent commit 7 years ago

Bayesian Multi-Trait Multi-Environment for genomic selection[R package] [Dev version]

total releases 9most recent commit 4 years ago

Time Series Cross-Validation

most recent commit 9 months ago

The 9 Most Depended On R Cross Validation Open Source Projects

Computationally efficient confidence intervals for cross-validated AUC estimates in R

dependent packages 8total releases 5latest release January 17, 2022most recent commit 2 years ago

:game_die: :crystal_ball: Comprehensive Cross-Validation Engine

dependent packages 7total releases 6latest release October 19, 2022most recent commit 2 years ago

The blockCV package creates spatially or environmentally separated training and testing folds for cross-validation to provide a robust error estimation in spatially structured environments. See

dependent packages 6total releases 6latest release June 04, 2023most recent commit a year ago

Glmnetutils ⭐ 62

Utilities for glmnet

dependent packages 6total releases 12latest release September 10, 2023most recent commit 8 months ago

Modeltime.resample ⭐ 17

Resampling Tools for Time Series Forecasting with Modeltime

dependent packages 3total releases 4latest release October 18, 2022most recent commit 4 months ago

🤠 📿 The Highly Adaptive Lasso

dependent packages 3total releases 7latest release November 14, 2023most recent commit 5 months ago

Groupdata2 ⭐ 24

R-package: Methods for dividing data into groups. Create balanced partitions and cross-validation folds. Perform time series windowing and general grouping and splitting of data. Balance existing groups with up- and downsampling or collapse them to fewer groups.

dependent packages 3total releases 13latest release October 24, 2021most recent commit 10 months ago

Cvcovest ⭐ 11

An R package for assumption-lean covariance matrix estimation in high dimensions

dependent packages 2total releases 10latest release June 23, 2023most recent commit 10 months ago

Sperrorest ⭐ 17

Spatial error estimation and variable importance

dependent packages 1total releases 11latest release November 19, 2021most recent commit a year ago

The 10 Latest Releases In R Cross Validation Open Source Projects

🤠 📿 The Highly Adaptive Lasso

dependent packages 3total releases 7latest release November 14, 2023most recent commit 5 months ago

Glmnetutils ⭐ 62

Utilities for glmnet

dependent packages 6total releases 12latest release September 10, 2023most recent commit 8 months ago

Cvcovest ⭐ 11

An R package for assumption-lean covariance matrix estimation in high dimensions

dependent packages 2total releases 10latest release June 23, 2023most recent commit 10 months ago

The blockCV package creates spatially or environmentally separated training and testing folds for cross-validation to provide a robust error estimation in spatially structured environments. See

dependent packages 6total releases 6latest release June 04, 2023most recent commit a year ago

:game_die: :crystal_ball: Comprehensive Cross-Validation Engine

dependent packages 7total releases 6latest release October 19, 2022most recent commit 2 years ago

Modeltime.resample ⭐ 17

Resampling Tools for Time Series Forecasting with Modeltime

dependent packages 3total releases 4latest release October 18, 2022most recent commit 4 months ago

Computationally efficient confidence intervals for cross-validated AUC estimates in R

dependent packages 8total releases 5latest release January 17, 2022most recent commit 2 years ago

Sperrorest ⭐ 17

Spatial error estimation and variable importance

dependent packages 1total releases 11latest release November 19, 2021most recent commit a year ago

Groupdata2 ⭐ 24

R-package: Methods for dividing data into groups. Create balanced partitions and cross-validation folds. Perform time series windowing and general grouping and splitting of data. Balance existing groups with up- and downsampling or collapse them to fewer groups.

dependent packages 3total releases 13latest release October 24, 2021most recent commit 10 months ago

Splittools ⭐ 10

Light weight R package to do fast data splitting for cross-validation or train/valid/test splits

total releases 5latest release October 13, 2020most recent commit a year ago

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