Flow
optimus.model_optimizer.ModelOptimizer(estimator=sklearn.tree.tree.ExtraTreeClassifier)

optimus.model_optimizer.ModelOptimizer(estimator=sklearn.tree.tree.ExtraTreeClassifier)

Visibility: public Uploaded 22-05-2017 by Jeroen van Hoof 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

draw_samplesdefault: 100
encoded_paramsdefault: {"!@preprocessor": [null, ["sklearn.preprocessing.OneHotEncoder", {"categorical_features": [true, true, true, true, true, true, true, true, true], "handle_unknown": "ignore", "sparse": false}]], "criterion": ["gini", "entropy"], "max_features": [0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, null]}
estimatordefault: {"oml-python:serialized_object": "component_reference", "value": {"key": "estimator", "step_name": null}}
inner_cvdefault: 3
max_eval_timedefault: 120
n_iterdefault: 50
random_searchdefault: true
scoringdefault: "accuracy"
timeout_scoredefault: 0
use_ei_per_seconddefault: false
verbosedefault: true

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