When running this YAML file
RUN_006001_config.yaml.txt
with make ml_task RUN_ID=RUN_007001
the following image is created as reports/RUN_ID_0006001/figures/loss_plot_absolute.png

This lacks a proper y axis for the train R2 / validation R2.
Expected: something like this with a y axis scale and likely grid lines:

This error can be generalized: check all created figures from many runs on different configs for proper axis labelling and grid lines.