Added 'fit_single_trees' argument to volcanoes config files. #80
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Description
Missing argument
fit_single_trees
insample_data
config files for volcano patches and pixels for Isolation forest (iForest) method.Bug
Patches
Command line:
dora_exp sample_data/earth_volcanoes/exp/patches/earth_volcanoes_patches.yml
Error: File "*/dora/.venv/lib/python3.8/site-packages/dora_exp_pipeline/outlier_detection.py", line 69, in run
results = self._rank_internal(dtf, dts, dts_ids, top_n, seed, **kwargs)
TypeError: _rank_internal() missing 1 required positional argument: 'fit_single_trees'
Pixels
Command line:
dora_exp sample_data/earth_volcanoes/exp/pixels/earth_volcanoes_pixels.yml
Error: File "*/dora/.venv/lib/python3.8/site-packages/dora_exp_pipeline/outlier_detection.py", line 69, in run
results = self._rank_internal(dtf, dts, dts_ids, top_n, seed, **kwargs)
TypeError: _rank_internal() missing 1 required positional argument: 'fit_single_trees'
Validation
Tested on the master branch. Reproduced the results from
/*/dora/test/ref-results/earth_volcanoes_pixels/iforest-n_trees=100-fit_single_trees=False/selections-iforest.csv
and/*/dora/test/ref-results/earth_volcanoes_patches/iforest-n_trees=100-fit_single_trees=False/selections-iforest.csv
.