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optimus.model_optimizer.ModelOptimizer(estimator=sklearn.linear_model.logistic.LogisticRegression)

optimus.model_optimizer.ModelOptimizer(estimator=sklearn.linear_model.logistic.LogisticRegression)

Visibility: public Uploaded 05-05-2017 by Michael Torres sklearn==0.18.1 numpy>=1.6.1 scipy>=0.9 1 runs
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  • Verified_Supervised_Classification
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Automatically created scikit-learn flow.

Components

Parameters

cvdefault: 3
estimatordefault: {"oml-python:serialized_object": "component_reference", "value": {"key": "estimator", "step_name": null}}
max_eval_timedefault: 100
n_iterdefault: 10
param_distributionsdefault: {"!@preprocessor": [null, ["sklearn.preprocessing.StandardScaler", {}]], "C": [0.0001, 0.001, 0.01, 0.1, 0.5, 1.0, 5.0, 10.0, 15.0, 20.0, 25.0], "dual": [true, false]}
population_sizedefault: 100
scoringdefault: "accuracy"
timeout_scoredefault: 0
use_ei_per_seconddefault: false
verbosedefault: true

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