Testing and model evaluation failing

[teknowaffle]

I have been having issues with generating evaluations of prospectivity maps. I updated the toolkit and the EIS Plugin. When I attempt to run any sort of process that requires any sort of evaluation function the program freezes and I have to restart it. Essentially I am unable to train or test any new models. I am able to work with previously generated models. This fails on all methods.

When I run training or testing the progress bar stops at 30%, when I run evaluation on previously generated models the computer fan revs up, but the process doesn't run and eventually forces QGIS to close.

Desktop (please complete the following information):

• Plugin: e.g. 1.0.2
• QGIS e.g. 3.14
• Python: 3.10
• OS: Windows 10
• Toolkit 1.1.2

Progress info:
C:\Users\backup\Documents\EIS_test_new\lib\site-packages\geopandas_compat.py:112: UserWarning: The Shapely GEOS version (3.10.3-CAPI-1.16.1) is incompatible with the GEOS version PyGEOS was compiled with (3.10.4-CAPI-1.16.2). Conversions between both will be slow.
warnings.warn(
2025-01-13 09:48:37.760328: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable TF_ENABLE_ONEDNN_OPTS=0.
WARNING:tensorflow:From C:\Users\backup\Documents\EIS_test_new\lib\site-packages\keras\src\losses.py:2976: The name tf.losses.sparse_softmax_cross_entropy is deprecated. Please use tf.compat.v1.losses.sparse_softmax_cross_entropy instead.

ERROR 1: PROJ: proj_identify: C:\PROGRA1\QGIS331.3\share\proj\proj.db contains DATABASE.LAYOUT.VERSION.MINOR = 2 whereas a number >= 3 is expected. It comes from another PROJ installation.
ERROR 1: PROJ: proj_identify: C:\PROGRA1\QGIS331.3\share\proj\proj.db contains DATABASE.LAYOUT.VERSION.MINOR = 2 whereas a number >= 3 is expected. It comes from another PROJ installation.
ERROR 1: PROJ: proj_identify: C:\PROGRA1\QGIS331.3\share\proj\proj.db contains DATABASE.LAYOUT.VERSION.MINOR = 2 whereas a number >= 3 is expected. It comes from another PROJ installation.
ERROR 1: PROJ: proj_identify: C:\PROGRA1\QGIS331.3\share\proj\proj.db contains DATABASE.LAYOUT.VERSION.MINOR = 2 whereas a number >= 3 is expected. It comes from another PROJ installation.
ERROR 1: PROJ: proj_identify: C:\PROGRA1\QGIS331.3\share\proj\proj.db contains DATABASE.LAYOUT.VERSION.MINOR = 2 whereas a number >= 3 is expected. It comes from another PROJ installation.
ERROR 1: PROJ: proj_identify: C:\PROGRA1\QGIS331.3\share\proj\proj.db contains DATABASE.LAYOUT.VERSION.MINOR = 2 whereas a number >= 3 is expected. It comes from another PROJ installation.
ERROR 1: PROJ: proj_identify: C:\PROGRA1\QGIS331.3\share\proj\proj.db contains DATABASE.LAYOUT.VERSION.MINOR = 2 whereas a number >= 3 is expected. It comes from another PROJ installation.
ERROR 1: PROJ: proj_identify: C:\PROGRA1\QGIS331.3\share\proj\proj.db contains DATABASE.LAYOUT.VERSION.MINOR = 2 whereas a number >= 3 is expected. It comes from another PROJ installation.
ERROR 1: PROJ: proj_identify: C:\PROGRA1\QGIS331.3\share\proj\proj.db contains DATABASE.LAYOUT.VERSION.MINOR = 2 whereas a number >= 3 is expected. It comes from another PROJ installation.
ERROR 1: PROJ: proj_identify: C:\PROGRA1\QGIS331.3\share\proj\proj.db contains DATABASE.LAYOUT.VERSION.MINOR = 2 whereas a number >= 3 is expected. It comes from another PROJ installation.
ERROR 1: PROJ: proj_identify: C:\PROGRA1\QGIS331.3\share\proj\proj.db contains DATABASE.LAYOUT.VERSION.MINOR = 2 whereas a number >= 3 is expected. It comes from another PROJ installation.
ERROR 1: PROJ: proj_identify: C:\PROGRA1\QGIS331.3\share\proj\proj.db contains DATABASE.LAYOUT.VERSION.MINOR = 2 whereas a number >= 3 is expected. It comes from another PROJ installation.
ERROR 1: PROJ: proj_identify: C:\PROGRA1\QGIS331.3\share\proj\proj.db contains DATABASE.LAYOUT.VERSION.MINOR = 2 whereas a number >= 3 is expected. It comes from another PROJ installation.
ERROR 1: PROJ: proj_identify: C:\PROGRA1\QGIS331.3\share\proj\proj.db contains DATABASE.LAYOUT.VERSION.MINOR = 2 whereas a number >= 3 is expected. It comes from another PROJ installation.
ERROR 1: PROJ: proj_identify: C:\PROGRA1\QGIS331.3\share\proj\proj.db contains DATABASE.LAYOUT.VERSION.MINOR = 2 whereas a number >= 3 is expected. It comes from another PROJ installation.
ERROR 1: PROJ: proj_identify: C:\PROGRA1\QGIS331.3\share\proj\proj.db contains DATABASE.LAYOUT.VERSION.MINOR = 2 whereas a number >= 3 is expected. It comes from another PROJ installation.
ERROR 1: PROJ: proj_identify: C:\PROGRA1\QGIS331.3\share\proj\proj.db contains DATABASE.LAYOUT.VERSION.MINOR = 2 whereas a number >= 3 is expected. It comes from another PROJ installation.
ERROR 1: PROJ: proj_identify: C:\PROGRA1\QGIS331.3\share\proj\proj.db contains DATABASE.LAYOUT.VERSION.MINOR = 2 whereas a number >= 3 is expected. It comes from another PROJ installation.
+--------------------- Traceback (most recent call last) ---------------------+
| C:\Users\backup\Documents\EIS_test_new\lib\site-packages\eis_toolkit\cli.py |
| :2364 in logistic_regression_train_cli |
| |
| 2361 from eis_toolkit.prediction.logistic_regression import logistic_ |
| 2362 from eis_toolkit.prediction.machine_learning_general import prep |
| 2363 |
| > 2364 X, y, _, _ = prepare_data_for_ml(input_rasters, target_labels) |
| 2365 |
Progress: 30%
| 2367 |
| |
| +-------------------------------- locals ---------------------------------+ |
| | cv_folds = 5 | |
| | input_rasters = [ | |
Error: Execution cancelled.
Results: {'output_file': 'C:\Users\backup\Documents\EIS_files\Testing_issues_13_1\model_test_issues.joblib'}