Run
10231136

Run 10231136

Task 10093 (Supervised Classification) banknote-authentication Uploaded 18-07-2019 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.C378b70614f6725(n77=sklearn.compose._column_transformer.C3 78b70614f5ed4(n78=sklearn.preprocessing._function_transformer.C378b70614f56 b9),c=sklearn.linear_model.logistic.LogisticRegression)(1)Automatically created scikit-learn flow.
sklearn.linear_model.logistic.LogisticRegression(23)_C0.01
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_state37602
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.C378b70614f6725(n77=sklearn.compose._column_transformer.C378b70614f5ed4(n78=sklearn.preprocessing._function_transformer.C378b70614f56b9),c=sklearn.linear_model.logistic.LogisticRegression)(1)_memorynull
sklearn.pipeline.C378b70614f6725(n77=sklearn.compose._column_transformer.C378b70614f5ed4(n78=sklearn.preprocessing._function_transformer.C378b70614f56b9),c=sklearn.linear_model.logistic.LogisticRegression)(1)_steps[{"oml-python:serialized_object": "component_reference", "value": {"key": "n77", "step_name": "n77"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "c", "step_name": "c"}}]
sklearn.compose._column_transformer.C378b70614f5ed4(n78=sklearn.preprocessing._function_transformer.C378b70614f56b9)(1)_n_jobsnull
sklearn.compose._column_transformer.C378b70614f5ed4(n78=sklearn.preprocessing._function_transformer.C378b70614f56b9)(1)_remainder"drop"
sklearn.compose._column_transformer.C378b70614f5ed4(n78=sklearn.preprocessing._function_transformer.C378b70614f56b9)(1)_sparse_threshold0.3
sklearn.compose._column_transformer.C378b70614f5ed4(n78=sklearn.preprocessing._function_transformer.C378b70614f56b9)(1)_transformer_weightsnull
sklearn.compose._column_transformer.C378b70614f5ed4(n78=sklearn.preprocessing._function_transformer.C378b70614f56b9)(1)_transformers[{"oml-python:serialized_object": "component_reference", "value": {"key": "n78", "step_name": "n78", "argument_1": [0]}}]
sklearn.preprocessing._function_transformer.C378b70614f56b9(1)_accept_sparsefalse
sklearn.preprocessing._function_transformer.C378b70614f56b9(1)_check_inversetrue
sklearn.preprocessing._function_transformer.C378b70614f56b9(1)_func{"oml-python:serialized_object": "function", "value": "fastsklearnfeature.candidates.Identity.identity"}
sklearn.preprocessing._function_transformer.C378b70614f56b9(1)_inv_kw_argsnull
sklearn.preprocessing._function_transformer.C378b70614f56b9(1)_inverse_funcnull
sklearn.preprocessing._function_transformer.C378b70614f56b9(1)_kw_argsnull
sklearn.preprocessing._function_transformer.C378b70614f56b9(1)_pass_y"deprecated"
sklearn.preprocessing._function_transformer.C378b70614f56b9(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

0.927 ± 0.0289
Per class
Cross-validation details (10-fold Crossvalidation)
0.8465 ± 0.0424
Per class
Cross-validation details (10-fold Crossvalidation)
0.6899 ± 0.0858
Cross-validation details (10-fold Crossvalidation)
0.553 ± 0.0585
Cross-validation details (10-fold Crossvalidation)
0.2352 ± 0.0263
Cross-validation details (10-fold Crossvalidation)
0.4939 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
1372
Per class
Cross-validation details (10-fold Crossvalidation)
0.8473 ± 0.0428
Per class
Cross-validation details (10-fold Crossvalidation)
0.8462 ± 0.0424
Cross-validation details (10-fold Crossvalidation)
0.9911 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
0.8462 ± 0.0424
Per class
Cross-validation details (10-fold Crossvalidation)
0.4763 ± 0.0533
Cross-validation details (10-fold Crossvalidation)
0.4969 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
0.3307 ± 0.0346
Cross-validation details (10-fold Crossvalidation)
0.6654 ± 0.0698
Cross-validation details (10-fold Crossvalidation)