DEVELOPMENT...
Issue | #Downvotes for this reason | By |
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cv | default: null | |
error_score | default: "raise" | |
estimator | default: {"oml-python:serialized_object": "component_reference", "value": {"key": "estimator", "step_name": null}} | |
fit_params | ||
iid | default: true | |
n_iter | default: 2 | |
n_jobs | default: 1 | |
n_points | default: 1 | |
optimizer_kwargs | default: {"base_estimator": "RF"} | |
pre_dispatch | default: "2*n_jobs" | |
random_state | default: 42 | |
refit | default: true | |
return_train_score | default: false | |
scoring | default: "accuracy" | |
search_spaces | default: {"classifier__algorithm": {"oml-python:serialized_object": "skopt_space", "value": "skopt.space.space.Categorical(categories=('SAMME.R', 'SAMME'), prior=None)"}, "classifier__base_estimator__max_depth": {"oml-python:serialized_object": "skopt_space", "value": "skopt.space.space.Integer(low=1, high=10)"}, "classifier__learning_rate": {"oml-python:serialized_object": "skopt_space", "value": "skopt.space.space.Real(low=0.01, high=2.0, prior='uniform', transform='identity')"}, "classifier__n_estimators": {"oml-python:serialized_object": "skopt_space", "value": "skopt.space.space.Integer(low=50, high=500)"}, "imputation__strategy": {"oml-python:serialized_object": "skopt_space", "value": "skopt.space.space.Categorical(categories=('mean', 'median', 'most_frequent'), prior=None)"}} | |
verbose | default: 0 |