Run
8872475

Run 8872475

Task 31 (Supervised Classification) credit-g Uploaded 07-03-2018 by Satoshi Nakamura
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Flow

autosklearn.estimators.AutoSklearnClassifier(1)Automatically created scikit-learn flow.
autosklearn.estimators.AutoSklearnClassifier(1)_delete_output_folder_after_terminatefalse
autosklearn.estimators.AutoSklearnClassifier(1)_delete_tmp_folder_after_terminatefalse
autosklearn.estimators.AutoSklearnClassifier(1)_disable_evaluator_outputfalse
autosklearn.estimators.AutoSklearnClassifier(1)_ensemble_nbest50
autosklearn.estimators.AutoSklearnClassifier(1)_ensemble_size50
autosklearn.estimators.AutoSklearnClassifier(1)_exclude_estimatorsnull
autosklearn.estimators.AutoSklearnClassifier(1)_exclude_preprocessorsnull
autosklearn.estimators.AutoSklearnClassifier(1)_get_smac_object_callbacknull
autosklearn.estimators.AutoSklearnClassifier(1)_include_estimatorsnull
autosklearn.estimators.AutoSklearnClassifier(1)_include_preprocessorsnull
autosklearn.estimators.AutoSklearnClassifier(1)_initial_configurations_via_metalearning25
autosklearn.estimators.AutoSklearnClassifier(1)_ml_memory_limit3072
autosklearn.estimators.AutoSklearnClassifier(1)_output_foldernull
autosklearn.estimators.AutoSklearnClassifier(1)_per_run_time_limit36
autosklearn.estimators.AutoSklearnClassifier(1)_resampling_strategy"holdout"
autosklearn.estimators.AutoSklearnClassifier(1)_resampling_strategy_argumentsnull
autosklearn.estimators.AutoSklearnClassifier(1)_seed81
autosklearn.estimators.AutoSklearnClassifier(1)_shared_modefalse
autosklearn.estimators.AutoSklearnClassifier(1)_smac_scenario_argsnull
autosklearn.estimators.AutoSklearnClassifier(1)_time_left_for_this_task360
autosklearn.estimators.AutoSklearnClassifier(1)_tmp_foldernull

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.

17 Evaluation measures

0.7477 ± 0.0408
Per class
Cross-validation details (10-fold Crossvalidation)
0.7443 ± 0.039
Per class
Cross-validation details (10-fold Crossvalidation)
0.3718 ± 0.0976
Cross-validation details (10-fold Crossvalidation)
-17.4358 ± 15.4338
Cross-validation details (10-fold Crossvalidation)
0.4146 ± 0.043
Cross-validation details (10-fold Crossvalidation)
0.4202
Cross-validation details (10-fold Crossvalidation)
1000
Per class
Cross-validation details (10-fold Crossvalidation)
0.7437 ± 0.0411
Per class
Cross-validation details (10-fold Crossvalidation)
0.757 ± 0.035
Cross-validation details (10-fold Crossvalidation)
0.8818
Cross-validation details (10-fold Crossvalidation)
0.757 ± 0.035
Per class
Cross-validation details (10-fold Crossvalidation)
0.9867 ± 0.1023
Cross-validation details (10-fold Crossvalidation)
0.4583
Cross-validation details (10-fold Crossvalidation)
0.4376 ± 0.0287
Cross-validation details (10-fold Crossvalidation)
0.955 ± 0.0626
Cross-validation details (10-fold Crossvalidation)