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analyticalmindsltd / smote_variants

A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features
http://smote-variants.readthedocs.io
MIT License
623 stars 138 forks source link

Question #56

Open robot520 opened 2 years ago

robot520 commented 2 years ago

results= sv.evaluate_oversamplers(datasets= datasets, samplers= sv.get_n_quickest_oversamplers(10), classifiers= [knn_classifier, dt_classifier], cache_path= cache_path, n_jobs= 1, max_samp_par_comb= 35) output: File "C:\Users\Administrator\AppData\Roaming\Python\Python39\site-packages\smote_variants_evaluation.py", line 988, in evaluate_oversamplers sampling_objs = _cache_samplings(folding,

File "C:\Users\Administrator\AppData\Roaming\Python\Python39\site-packages\smote_variants_evaluation.py", line 761, in _cache_samplings sampling_objs = list(reversed(sorted(sampling_objs, key=key)))

File "C:\Users\Administrator\AppData\Roaming\Python\Python39\site-packages\smote_variants_evaluation.py", line 748, in key if (isinstance(x.sampler, ADG) or isinstance(x.sampler, AMSCO) or

NameError: name 'ADG' is not defined

mahyahemmat commented 2 years ago

I'm getting the same error when running the model_selection.

gykovacs commented 1 year ago

Hi @robot520 and @mahyahemmat !

Sorry for the late response, there was a heavy refactoring going on in the past weeks, now a completely renewed and improved model selection framework is released. There should be no issues like this. Let me know if you need further assistance to get it work.