INFO  [2024-03-07 19:43:20] Initializing ALASCA (v1.0.15, 2024-02-07)
WARN  [2024-03-07 19:43:20] Guessing effects: `fold+fold:treatment+treatment`
INFO  [2024-03-07 19:43:20] Will use linear mixed models!
INFO  [2024-03-07 19:43:20] Will use Rfast!
WARN  [2024-03-07 19:43:20] Converting IDs to integer values
WARN  [2024-03-07 19:43:20] The `fold` column is used for stratification
WARN  [2024-03-07 19:43:20] Converting `character` columns to factors
INFO  [2024-03-07 19:43:20] Scaling data with sdall ...
INFO  [2024-03-07 19:43:21] Calculating LMM coefficients
INFO  [2024-03-07 19:43:21] Reducing the number of dimensions with PCA
INFO  [2024-03-07 19:43:22] Keeping 36 components from initial PCA, explaining 95.31 % of variation. The limit can be changed with `reduce_dimensions.limit`
INFO  [2024-03-07 19:43:22] -> Finished the reduction of dimensions!
WARN  [2024-03-07 19:43:22] Keeping 20 of 36 components. Change `max_PC` if necessary.
INFO  [2024-03-07 19:43:23] Starting validation: bootstrap
INFO  [2024-03-07 19:43:23] - Run 1 of 100
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