Run
10228443

Run 10228443

Task 9957 (Supervised Classification) qsar-biodeg 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.C376aa7eb0d524f(n1=sklearn.compose._column_transformer.C37 6aa7eb0d4f4d(n2=sklearn.preprocessing._function_transformer.C376aa7eb0d4ccb ),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_state8276
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.C376aa7eb0d524f(n1=sklearn.compose._column_transformer.C376aa7eb0d4f4d(n2=sklearn.preprocessing._function_transformer.C376aa7eb0d4ccb),c=sklearn.linear_model.logistic.LogisticRegression)(1)_memorynull
sklearn.pipeline.C376aa7eb0d524f(n1=sklearn.compose._column_transformer.C376aa7eb0d4f4d(n2=sklearn.preprocessing._function_transformer.C376aa7eb0d4ccb),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.C376aa7eb0d4f4d(n2=sklearn.preprocessing._function_transformer.C376aa7eb0d4ccb)(1)_n_jobsnull
sklearn.compose._column_transformer.C376aa7eb0d4f4d(n2=sklearn.preprocessing._function_transformer.C376aa7eb0d4ccb)(1)_remainder"drop"
sklearn.compose._column_transformer.C376aa7eb0d4f4d(n2=sklearn.preprocessing._function_transformer.C376aa7eb0d4ccb)(1)_sparse_threshold0.3
sklearn.compose._column_transformer.C376aa7eb0d4f4d(n2=sklearn.preprocessing._function_transformer.C376aa7eb0d4ccb)(1)_transformer_weightsnull
sklearn.compose._column_transformer.C376aa7eb0d4f4d(n2=sklearn.preprocessing._function_transformer.C376aa7eb0d4ccb)(1)_transformers[{"oml-python:serialized_object": "component_reference", "value": {"key": "n2", "step_name": "n2", "argument_1": [0]}}]
sklearn.preprocessing._function_transformer.C376aa7eb0d4ccb(1)_accept_sparsefalse
sklearn.preprocessing._function_transformer.C376aa7eb0d4ccb(1)_check_inversetrue
sklearn.preprocessing._function_transformer.C376aa7eb0d4ccb(1)_func{"oml-python:serialized_object": "function", "value": "fastsklearnfeature.candidates.Identity.identity"}
sklearn.preprocessing._function_transformer.C376aa7eb0d4ccb(1)_inv_kw_argsnull
sklearn.preprocessing._function_transformer.C376aa7eb0d4ccb(1)_inverse_funcnull
sklearn.preprocessing._function_transformer.C376aa7eb0d4ccb(1)_kw_argsnull
sklearn.preprocessing._function_transformer.C376aa7eb0d4ccb(1)_pass_y"deprecated"
sklearn.preprocessing._function_transformer.C376aa7eb0d4ccb(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

0.7654 ± 0.0581
Per class
Cross-validation details (10-fold Crossvalidation)
0.7363 ± 0.0431
Per class
Cross-validation details (10-fold Crossvalidation)
0.4206 ± 0.0919
Cross-validation details (10-fold Crossvalidation)
-0.1812 ± 0.0061
Cross-validation details (10-fold Crossvalidation)
0.4942 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
0.4472 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
1055
Per class
Cross-validation details (10-fold Crossvalidation)
0.7426 ± 0.0409
Per class
Cross-validation details (10-fold Crossvalidation)
0.7327 ± 0.0445
Cross-validation details (10-fold Crossvalidation)
0.9223 ± 0.0036
Cross-validation details (10-fold Crossvalidation)
0.7327 ± 0.0445
Per class
Cross-validation details (10-fold Crossvalidation)
1.105 ± 0.0038
Cross-validation details (10-fold Crossvalidation)
0.4728 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
0.4944 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
1.0456 ± 0.0036
Cross-validation details (10-fold Crossvalidation)