This repository was archived by the owner on Feb 28, 2024. It is now read-only.
This repository was archived by the owner on Feb 28, 2024. It is now read-only.
TypeError: __init__() got an unexpected keyword argument 'iid' #987
Description
I'm facing an issue while initiating the BayesSearchCV object,
from sklearn.ensemble import RandomForestClassifier
from skopt import BayesSearchCV
from skopt.space import Real, Categorical, Integer
clf = RandomForestClassifier()
search_space = {
"bootstrap": Categorical([True]),
"max_depth": Integer(6, 10),
"max_features": Categorical(['auto', 'sqrt']),
"min_samples_leaf": Integer(3, 5),
"min_samples_split": Integer(4, 6),
"n_estimators": Integer(100, 350)
}
clf_bayes = BayesSearchCV(
estimator=clf,
search_spaces=search_space,
random_state=0,
cv=3,
verbose=2,
n_jobs=-1
)Traceback:
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-9-4b5d6a98a6c4> in <module>
5 cv=3,
6 verbose=2,
----> 7 n_jobs=-1
8 )
C:\ProgramData\Miniconda3\envs\cuto\lib\site-packages\skopt\searchcv.py in __init__(self, estimator, search_spaces, optimizer_kwargs, n_iter, scoring, fit_params, n_jobs, n_points, iid, refit, cv, verbose, pre_dispatch, random_state, error_score, return_train_score)
311 n_jobs=n_jobs, iid=iid, refit=refit, cv=cv, verbose=verbose,
312 pre_dispatch=pre_dispatch, error_score=error_score,
--> 313 return_train_score=return_train_score)
314
315 def _check_search_space(self, search_space):
C:\ProgramData\Miniconda3\envs\cuto\lib\site-packages\sklearn\utils\validation.py in inner_f(*args, **kwargs)
61 extra_args = len(args) - len(all_args)
62 if extra_args <= 0:
---> 63 return f(*args, **kwargs)
64
65 # extra_args > 0
TypeError: __init__() got an unexpected keyword argument 'iid'
My Config:
OS: Win 10 Pro (19042.746)
scikit-learn==0.24.1
scikit-optimize==0.8.1
I don't know what's wrong, is anyone facing the same ?