automl / automl/ParameterImportance

Broken fANOVA

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#16 3 comments 0 reactions 1 assignee Claimed by @AndreBiedenkapp View on GitHub
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Python
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Description

Running on the spear-qcp example (from SMAC3)

```
$ python ~/git/ParameterImportance/scripts/evaluate.py --scenario_file smac3-output_2017-05-12_12\:53\:31_\(750603\)_run1/scenario.txt --history smac3-output_2017-05-12_12\:53\:31_\(750603\)_run1/runhistory.json --trajectory smac3-output_2017-05-12_12\:53\:31_\(750603\)_run1/traj_aclib2.json --num_params 10 --modus all
[...]
INFO:fANOVA:PREPROCESSING PREPROCESSING PREPROCESSING PREPROCESSING PREPROCESSING PREPROCESSING
INFO:fANOVA:Finished Preprocessing
Traceback (most recent call last):
File "/home/lindauer/git/ParameterImportance/scripts/evaluate.py", line 41, in
result = importance.evaluate_scenario(args.modus)
File "/home/lindauer/git/ParameterImportance/pimp/importance/importance.py", line 240, in evaluate_scenario
self.evaluator = method
File "/home/lindauer/git/ParameterImportance/pimp/importance/importance.py", line 160, in evaluator
to_evaluate=self._parameters_to_evaluate)
File "/home/lindauer/git/ParameterImportance/pimp/evaluator/fanova.py", line 31, in __init__
self.evaluator = fanova_pyrfr(X=self.X, Y=self.y.flatten(), config_space=cs, config_on_hypercube=True)
TypeError: __init__() got an unexpected keyword argument 'config_on_hypercube'
```

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