Run
8434

Run 8434

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

TESTb5374367cdsklearn.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``.
TESTb5374367cdsklearn.pipeline.Pipeline(imputer=sklearn.impute._base.SimpleImputer,classifier=sklearn.dummy.DummyClassifier)(1)_memorynull
TESTb5374367cdsklearn.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"}}]
TESTb5374367cdsklearn.pipeline.Pipeline(imputer=sklearn.impute._base.SimpleImputer,classifier=sklearn.dummy.DummyClassifier)(1)_verbosefalse
TESTb5374367cdsklearn.impute._base.SimpleImputer(1)_add_indicatorfalse
TESTb5374367cdsklearn.impute._base.SimpleImputer(1)_copytrue
TESTb5374367cdsklearn.impute._base.SimpleImputer(1)_fill_valuenull
TESTb5374367cdsklearn.impute._base.SimpleImputer(1)_missing_valuesNaN
TESTb5374367cdsklearn.impute._base.SimpleImputer(1)_strategy"mean"
TESTb5374367cdsklearn.impute._base.SimpleImputer(1)_verbose0
TESTb5374367cdsklearn.dummy.DummyClassifier(1)_constantnull
TESTb5374367cdsklearn.dummy.DummyClassifier(1)_random_state15104
TESTb5374367cdsklearn.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