Run
8872582

Run 8872582

Task 125923 (Supervised Classification) Australian Uploaded 08-03-2018 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

0.8968 ± 0.0212
Per class
Cross-validation details (10-fold Crossvalidation)
0.8567 ± 0.0324
Per class
Cross-validation details (10-fold Crossvalidation)
0.7104 ± 0.0644
Cross-validation details (10-fold Crossvalidation)
318.0911 ± 14.3529
Cross-validation details (10-fold Crossvalidation)
0.2822 ± 0.1052
Cross-validation details (10-fold Crossvalidation)
0.494 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
690
Per class
Cross-validation details (10-fold Crossvalidation)
0.8572 ± 0.0301
Per class
Cross-validation details (10-fold Crossvalidation)
0.8565 ± 0.0324
Cross-validation details (10-fold Crossvalidation)
0.9913
Cross-validation details (10-fold Crossvalidation)
0.8565 ± 0.0324
Per class
Cross-validation details (10-fold Crossvalidation)
0.5714 ± 0.2128
Cross-validation details (10-fold Crossvalidation)
0.497 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
0.3634 ± 0.0569
Cross-validation details (10-fold Crossvalidation)
0.7312 ± 0.1141
Cross-validation details (10-fold Crossvalidation)