Problem
With save_model=True in evaluations, models go to <hdf5_path>/<GridSearch|Models>_<eval>/<dataset>/<subject>/<session>/<pipeline>/. The path doesn't include the paradigm or suffix, so two runs that differ only in those overwrite each other's models.
Possible fixes
- Minimal: add
<Paradigm>/<suffix> after <GridSearch|Models>_<eval>/.
- Unified: Mirror the results layout more closely, something like:
<hdf5_path>/models/<Paradigm>/<Evaluation>/models_<suffix>/<dataset>/<subject>/<session>/<pipeline>/ .
Both change existing model paths so breaking change.
Problem
With
save_model=Truein evaluations, models go to<hdf5_path>/<GridSearch|Models>_<eval>/<dataset>/<subject>/<session>/<pipeline>/. The path doesn't include the paradigm orsuffix, so two runs that differ only in those overwrite each other's models.Possible fixes
<Paradigm>/<suffix>after<GridSearch|Models>_<eval>/.<hdf5_path>/models/<Paradigm>/<Evaluation>/models_<suffix>/<dataset>/<subject>/<session>/<pipeline>/.Both change existing model paths so breaking change.