Run
8543

Run 8543

Task 119 (Supervised Classification) diabetes Uploaded 25-11-2022 by Continuous Integration
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Flow

TEST077d16283fsklearn.pipeline.Pipeline(imputer=sklearn.impute._base.Simple Imputer,classifier=sklearn.dummy.DummyClassifier)(1)Pipeline of transforms with a final estimator. Sequentially apply a list of transforms and a final estimator. Intermediate steps of the pipeline must be 'transforms', that is, they must implement fit and transform methods. The final estimator only needs to implement fit. The transformers in the pipeline can be cached using ``memory`` argument. The purpose of the pipeline is to assemble several steps that can be cross-validated together while setting different parameters. For this, it enables setting parameters of the various steps using their names and the parameter name separated by a '__', as in the example below. A step's estimator may be replaced entirely by setting the parameter with its name to another estimator, or a transformer removed by setting it to 'passthrough' or ``None``.
TEST077d16283fsklearn.pipeline.Pipeline(imputer=sklearn.impute._base.SimpleImputer,classifier=sklearn.dummy.DummyClassifier)(1)_memorynull
TEST077d16283fsklearn.pipeline.Pipeline(imputer=sklearn.impute._base.SimpleImputer,classifier=sklearn.dummy.DummyClassifier)(1)_steps[{"oml-python:serialized_object": "component_reference", "value": {"key": "imputer", "step_name": "imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "classifier", "step_name": "classifier"}}]
TEST077d16283fsklearn.pipeline.Pipeline(imputer=sklearn.impute._base.SimpleImputer,classifier=sklearn.dummy.DummyClassifier)(1)_verbosefalse
TEST077d16283fsklearn.impute._base.SimpleImputer(1)_add_indicatorfalse
TEST077d16283fsklearn.impute._base.SimpleImputer(1)_copytrue
TEST077d16283fsklearn.impute._base.SimpleImputer(1)_fill_valuenull
TEST077d16283fsklearn.impute._base.SimpleImputer(1)_missing_valuesNaN
TEST077d16283fsklearn.impute._base.SimpleImputer(1)_strategy"mean"
TEST077d16283fsklearn.impute._base.SimpleImputer(1)_verbose0
TEST077d16283fsklearn.dummy.DummyClassifier(1)_constantnull
TEST077d16283fsklearn.dummy.DummyClassifier(1)_random_state23841
TEST077d16283fsklearn.dummy.DummyClassifier(1)_strategy"warn"

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures