Run
10228439

Run 10228439

Task 9971 (Supervised Classification) ilpd Uploaded 06-06-2019 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.C376aa59cf3db66(n1=sklearn.compose._column_transformer.C37 6aa59cf3d1c0(n2=sklearn.preprocessing._function_transformer.C376aa59cf3c78b ),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_state10206
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.C376aa59cf3db66(n1=sklearn.compose._column_transformer.C376aa59cf3d1c0(n2=sklearn.preprocessing._function_transformer.C376aa59cf3c78b),c=sklearn.linear_model.logistic.LogisticRegression)(1)_memorynull
sklearn.pipeline.C376aa59cf3db66(n1=sklearn.compose._column_transformer.C376aa59cf3d1c0(n2=sklearn.preprocessing._function_transformer.C376aa59cf3c78b),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.C376aa59cf3d1c0(n2=sklearn.preprocessing._function_transformer.C376aa59cf3c78b)(1)_n_jobsnull
sklearn.compose._column_transformer.C376aa59cf3d1c0(n2=sklearn.preprocessing._function_transformer.C376aa59cf3c78b)(1)_remainder"drop"
sklearn.compose._column_transformer.C376aa59cf3d1c0(n2=sklearn.preprocessing._function_transformer.C376aa59cf3c78b)(1)_sparse_threshold0.3
sklearn.compose._column_transformer.C376aa59cf3d1c0(n2=sklearn.preprocessing._function_transformer.C376aa59cf3c78b)(1)_transformer_weightsnull
sklearn.compose._column_transformer.C376aa59cf3d1c0(n2=sklearn.preprocessing._function_transformer.C376aa59cf3c78b)(1)_transformers[{"oml-python:serialized_object": "component_reference", "value": {"key": "n2", "step_name": "n2", "argument_1": [1]}}]
sklearn.preprocessing._function_transformer.C376aa59cf3c78b(1)_accept_sparsefalse
sklearn.preprocessing._function_transformer.C376aa59cf3c78b(1)_check_inversetrue
sklearn.preprocessing._function_transformer.C376aa59cf3c78b(1)_func{"oml-python:serialized_object": "function", "value": "fastsklearnfeature.candidates.Identity.identity"}
sklearn.preprocessing._function_transformer.C376aa59cf3c78b(1)_inv_kw_argsnull
sklearn.preprocessing._function_transformer.C376aa59cf3c78b(1)_inverse_funcnull
sklearn.preprocessing._function_transformer.C376aa59cf3c78b(1)_kw_argsnull
sklearn.preprocessing._function_transformer.C376aa59cf3c78b(1)_pass_y"deprecated"
sklearn.preprocessing._function_transformer.C376aa59cf3c78b(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

0.5049 ± 0.0621
Per class
Cross-validation details (10-fold Crossvalidation)
0.6322 ± 0.0531
Per class
Cross-validation details (10-fold Crossvalidation)
0.0819 ± 0.1291
Cross-validation details (10-fold Crossvalidation)
-0.3951 ± 0.0187
Cross-validation details (10-fold Crossvalidation)
0.4999 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
0.4091 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
583
Per class
Cross-validation details (10-fold Crossvalidation)
0.6251 ± 0.0564
Per class
Cross-validation details (10-fold Crossvalidation)
0.6415 ± 0.0515
Cross-validation details (10-fold Crossvalidation)
0.8641 ± 0.01
Cross-validation details (10-fold Crossvalidation)
0.6415 ± 0.0515
Per class
Cross-validation details (10-fold Crossvalidation)
1.222 ± 0.0097
Cross-validation details (10-fold Crossvalidation)
0.4521 ± 0.0036
Cross-validation details (10-fold Crossvalidation)
0.4999 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
1.1058 ± 0.0088
Cross-validation details (10-fold Crossvalidation)