Run
10228335

Run 10228335

Task 3954 (Supervised Classification) MagicTelescope Uploaded 02-06-2019 by Felix Neutatz
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • ComplexityDriven openml-python Sklearn_0.20.3.
Issue #Downvotes for this reason By


Flow

sklearn.pipeline.C376770cb31af78(n1=sklearn.compose._column_transformer.C58 a581451c46b(n2=sklearn.preprocessing._function_transformer.C58a581451c414), c=sklearn.linear_model.logistic.LogisticRegression)(1)Automatically created scikit-learn flow.
sklearn.linear_model.logistic.LogisticRegression(23)_C0.001
sklearn.linear_model.logistic.LogisticRegression(23)_class_weight"balanced"
sklearn.linear_model.logistic.LogisticRegression(23)_dualfalse
sklearn.linear_model.logistic.LogisticRegression(23)_fit_intercepttrue
sklearn.linear_model.logistic.LogisticRegression(23)_intercept_scaling1
sklearn.linear_model.logistic.LogisticRegression(23)_max_iter10000
sklearn.linear_model.logistic.LogisticRegression(23)_multi_class"auto"
sklearn.linear_model.logistic.LogisticRegression(23)_n_jobsnull
sklearn.linear_model.logistic.LogisticRegression(23)_penalty"l2"
sklearn.linear_model.logistic.LogisticRegression(23)_random_state5515
sklearn.linear_model.logistic.LogisticRegression(23)_solver"lbfgs"
sklearn.linear_model.logistic.LogisticRegression(23)_tol0.0001
sklearn.linear_model.logistic.LogisticRegression(23)_verbose0
sklearn.linear_model.logistic.LogisticRegression(23)_warm_startfalse
sklearn.pipeline.C376770cb31af78(n1=sklearn.compose._column_transformer.C58a581451c46b(n2=sklearn.preprocessing._function_transformer.C58a581451c414),c=sklearn.linear_model.logistic.LogisticRegression)(1)_memorynull
sklearn.pipeline.C376770cb31af78(n1=sklearn.compose._column_transformer.C58a581451c46b(n2=sklearn.preprocessing._function_transformer.C58a581451c414),c=sklearn.linear_model.logistic.LogisticRegression)(1)_steps[{"oml-python:serialized_object": "component_reference", "value": {"key": "n1", "step_name": "n1"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "c", "step_name": "c"}}]
sklearn.compose._column_transformer.C58a581451c46b(n2=sklearn.preprocessing._function_transformer.C58a581451c414)(1)_n_jobsnull
sklearn.compose._column_transformer.C58a581451c46b(n2=sklearn.preprocessing._function_transformer.C58a581451c414)(1)_remainder"drop"
sklearn.compose._column_transformer.C58a581451c46b(n2=sklearn.preprocessing._function_transformer.C58a581451c414)(1)_sparse_threshold0.3
sklearn.compose._column_transformer.C58a581451c46b(n2=sklearn.preprocessing._function_transformer.C58a581451c414)(1)_transformer_weightsnull
sklearn.compose._column_transformer.C58a581451c46b(n2=sklearn.preprocessing._function_transformer.C58a581451c414)(1)_transformers[{"oml-python:serialized_object": "component_reference", "value": {"key": "n2", "step_name": "n2", "argument_1": [8]}}]
sklearn.preprocessing._function_transformer.C58a581451c414(1)_accept_sparsefalse
sklearn.preprocessing._function_transformer.C58a581451c414(1)_check_inversetrue
sklearn.preprocessing._function_transformer.C58a581451c414(1)_func{"oml-python:serialized_object": "function", "value": "fastsklearnfeature.candidates.Identity.identity"}
sklearn.preprocessing._function_transformer.C58a581451c414(1)_inv_kw_argsnull
sklearn.preprocessing._function_transformer.C58a581451c414(1)_inverse_funcnull
sklearn.preprocessing._function_transformer.C58a581451c414(1)_kw_argsnull
sklearn.preprocessing._function_transformer.C58a581451c414(1)_pass_y"deprecated"
sklearn.preprocessing._function_transformer.C58a581451c414(1)_validatefalse

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

0.785 ± 0.012
Per class
Cross-validation details (10-fold Crossvalidation)
0.7382 ± 0.011
Per class
Cross-validation details (10-fold Crossvalidation)
0.4296 ± 0.0236
Cross-validation details (10-fold Crossvalidation)
3226.0521 ± 24.6564
Cross-validation details (10-fold Crossvalidation)
0.3879 ± 0.0049
Cross-validation details (10-fold Crossvalidation)
0.456 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
19020
Per class
Cross-validation details (10-fold Crossvalidation)
0.7402 ± 0.0108
Per class
Cross-validation details (10-fold Crossvalidation)
0.7366 ± 0.0112
Cross-validation details (10-fold Crossvalidation)
0.9355
Cross-validation details (10-fold Crossvalidation)
0.7366 ± 0.0112
Per class
Cross-validation details (10-fold Crossvalidation)
0.8508 ± 0.0106
Cross-validation details (10-fold Crossvalidation)
0.4775 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
0.4373 ± 0.0062
Cross-validation details (10-fold Crossvalidation)
0.9159 ± 0.013
Cross-validation details (10-fold Crossvalidation)