mikropml now requires R version 4.1.0 or greater due to an update in the randomForest package (#292). New function compare_models() compares the performance of two models with a permutation test (#295, @courtneyarmour). Fixed a bug where cv_times did not affect the reported repeats for cross-validation (#291, @kelly-sovacool). Made minor documentation improvements (#293, @kelly-sovacool) Full Changelog: https://github.com/SchlossLab/mikropml/compare/v1.2.2...v1.3.
Resolved conflict in mizerPredRate() between the argument t and the function base::t(). Assert that...
New Features New function implementing the resampled paired t-test procedure (paired_ttest_resample...
This version produces identical simulation output as the previous release. SOILWAT2 is updated to v6...
mikropml now requires R version 4.1.0 or greater due to an update in the randomForest package (#292)...
This minor patch fixes a test failure on platforms with no long doubles. The actual package code rem...
New functions: bootstrap_performance() allows you to calculate confidence intervals for the mode...
Extra arguments given to run_ml() are now forwarded to caret::train() (#304, @kelly-sovacool). Users...
Fixed bugs related to grouping correlated features (#276, @kelly-sovacool). Also, group_correlated_f...
mikropml now has a logo created by @NLesniak! Made documentation improvements (#238, #231 @kelly-so...
Allow kfold >= length(groups) (#285, @kelly-sovacool). When using the groups parameter, groups are k...
New correlation method option for feature importance (#267, @courtneyarmour). The default is still "...
This version uses mikropml v1.4.0. What's Changed Specify col_types for benchmarks CSV file by @kel...
New example showing how to plot feature importances in the parallel vignette (#310, @kelly-sovacool)...
The R script in this upload implements permutation tests to compare two sets of antibody concentrati...
New parameter cross_val added to run_ml() allows users to define their own custom cross-validation s...
Resolved conflict in mizerPredRate() between the argument t and the function base::t(). Assert that...
New Features New function implementing the resampled paired t-test procedure (paired_ttest_resample...
This version produces identical simulation output as the previous release. SOILWAT2 is updated to v6...
mikropml now requires R version 4.1.0 or greater due to an update in the randomForest package (#292)...
This minor patch fixes a test failure on platforms with no long doubles. The actual package code rem...
New functions: bootstrap_performance() allows you to calculate confidence intervals for the mode...
Extra arguments given to run_ml() are now forwarded to caret::train() (#304, @kelly-sovacool). Users...
Fixed bugs related to grouping correlated features (#276, @kelly-sovacool). Also, group_correlated_f...
mikropml now has a logo created by @NLesniak! Made documentation improvements (#238, #231 @kelly-so...
Allow kfold >= length(groups) (#285, @kelly-sovacool). When using the groups parameter, groups are k...
New correlation method option for feature importance (#267, @courtneyarmour). The default is still "...
This version uses mikropml v1.4.0. What's Changed Specify col_types for benchmarks CSV file by @kel...
New example showing how to plot feature importances in the parallel vignette (#310, @kelly-sovacool)...
The R script in this upload implements permutation tests to compare two sets of antibody concentrati...
New parameter cross_val added to run_ml() allows users to define their own custom cross-validation s...
Resolved conflict in mizerPredRate() between the argument t and the function base::t(). Assert that...
New Features New function implementing the resampled paired t-test procedure (paired_ttest_resample...
This version produces identical simulation output as the previous release. SOILWAT2 is updated to v6...