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Description
Description:
When using the example code from the mlexperiments package vignette, the Bayesian optimization section throws an error.
Error Message:
Stopping process and returning results so far. Could not apply noise to get enough random new parameter sets. This happens if all of your parameters are integers. Try decreasing iters.k
Reproduction Steps:
Run the Bayesian optimization example code from vignettes/mlexperiments_starter
Use the execute(k = 3) method
The above error occurs
sessionInfo()
R version 4.5.1 (2025-06-13 ucrt)
Platform: x86_64-w64-mingw32/x64
Running under: Windows 10 x64 (build 19045)
Matrix products: default
LAPACK version 3.12.1
locale:
[1] LC_COLLATE=Chinese (Simplified)_China.utf8 LC_CTYPE=Chinese (Simplified)_China.utf8 LC_MONETARY=Chinese (Simplified)_China.utf8 LC_NUMERIC=C
[5] LC_TIME=Chinese (Simplified)_China.utf8
time zone: Asia/Shanghai
tzcode source: internal
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] mlbench_2.1-6 mlexperiments_0.0.7
loaded via a namespace (and not attached):
[1] kdry_0.0.2 gtable_0.3.6 dplyr_1.1.4 compiler_4.5.1 ggsignif_0.6.4 crayon_1.5.3
[7] tidyselect_1.2.1 Rcpp_1.1.0 parallel_4.5.1 tidyr_1.3.1 progress_1.2.3 scales_1.4.0
[13] ggplot2_3.5.2 R6_2.6.1 dbscan_1.2.3 ggpubr_0.6.1 generics_0.1.4 Formula_1.2-5
[19] backports_1.5.0 iterators_1.0.14 tibble_3.3.0 car_3.1-3 ParBayesianOptimization_1.2.6 pillar_1.11.0
[25] RColorBrewer_1.1-3 rlang_1.1.6 broom_1.0.9 DiceKriging_1.6.0 doParallel_1.0.17 cli_3.6.5
[31] magrittr_2.0.3 measures_0.3 class_7.3-23 mllrnrs_0.0.6 foreach_1.5.2 grid_4.5.1
[37] rstudioapi_0.17.1 hms_1.1.3 splitTools_1.0.1 lifecycle_1.0.4 prettyunits_1.2.0 vctrs_0.6.5
[43] rstatix_0.7.2 glue_1.8.0 data.table_1.17.8 farver_2.1.2 lhs_1.2.0 codetools_0.2-20