INFO  [2024-03-07 16:33:46] Initializing ALASCA (v1.0.15, 2024-02-07)
WARN  [2024-03-07 16:33:46] Guessing effects: `fold+fold:treatment+treatment`
INFO  [2024-03-07 16:33:46] Will use linear mixed models!
INFO  [2024-03-07 16:33:46] Will use Rfast!
WARN  [2024-03-07 16:33:46] Converting IDs to integer values
WARN  [2024-03-07 16:33:46] The `fold` column is used for stratification
WARN  [2024-03-07 16:33:46] Converting `character` columns to factors
INFO  [2024-03-07 16:33:47] Scaling data with sdall ...
INFO  [2024-03-07 16:33:47] Calculating LMM coefficients
INFO  [2024-03-07 16:33:47] Reducing the number of dimensions with PCA
INFO  [2024-03-07 16:33:48] Keeping 46 components from initial PCA, explaining 95.24 % of variation. The limit can be changed with `reduce_dimensions.limit`
INFO  [2024-03-07 16:33:49] -> Finished the reduction of dimensions!
WARN  [2024-03-07 16:33:49] Keeping 20 of 46 components. Change `max_PC` if necessary.
INFO  [2024-03-07 16:33:49] Starting validation: bootstrap
INFO  [2024-03-07 16:33:49] - Run 1 of 100